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1

Salamon, Errol. "(De)valuing Intern Labour: Journalism Internship Pay Rates and Collective Representation in Canada." tripleC: Communication, Capitalism & Critique. Open Access Journal for a Global Sustainable Information Society 13, no. 2 (September 30, 2015): 438–58. http://dx.doi.org/10.31269/triplec.v13i2.573.

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Unpaid journalism internships have attracted increasing media coverage, but they have received limited scholarly attention. This paper traces the connections between trade unions (in unionized media organizations) and the labour conditions marking journalism internships. While some unions can be complicit in sustaining the exploitation and devaluation of interns with regard to the standard market value of entry-level labour, other unions have fought to establish internships, locking higher salaries into collective agreements. Building on the concept of precarity, this article surveys internships at 19 mainstream English-language newspapers and magazines in Canada. It draws on documentary evidence from and personal communication with labour unions and journalism organizations, internship advertisements, and media coverage to offer a typology of the relationships between pay rates and collective representation within journalism internships: unpaid/low paid and not under union jurisdiction; unpaid/low paid and under union jurisdiction; paid at intern rates and not under union jurisdiction; paid at intern rates and under union jurisdiction; and paid at entry-level employee rates and under union jurisdiction.
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Senne, Terry A., and G. Linda Rikard. "Experiencing the Portfolio Process during the Internship: A Comparative Analysis of Two PETE Portfolio Models." Journal of Teaching in Physical Education 21, no. 3 (April 2002): 309–36. http://dx.doi.org/10.1123/jtpe.21.3.309.

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A comparative analysis of two PETE portfolio models was conducted to determine the impact on intern perceptions of the value of the teaching portfolio, intern professional growth, and portfolio representation in single and dual internship site placements. The portfolio model served as the curricular intervention during the student teaching experience of 67 interns in two PETE programs. A mixed method was used to discern the impact of each portfolio model. The Defining Issues Test, weekly reflection logs, and a culminating questionnaire served as data sources. One program employed extensive reflective writings and single placement sites; the other program used less extensive reflective practice and dual placement sites. Although interns showed no change in moral judgment reasoning, most valued the portfolio process as an indicator of professional growth. Differences in reflective practice and similarities in dual versus single-site placements were noted.
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Díaz, José, and Kristina Starkus. "Increasing Minority Representation in Academic Libraries: The Minority Librarian Intern Program at the Ohio State University." College & Research Libraries 55, no. 1 (January 1, 1994): 41–46. http://dx.doi.org/10.5860/crl_55_01_41.

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4

Brunzell, Tor, and Eva Liljeblom. "Chairmen's perceptions of female board representation: a study on Nordic listed companies." Equality, Diversity and Inclusion: An International Journal 33, no. 6 (August 12, 2014): 523–34. http://dx.doi.org/10.1108/edi-11-2012-0107.

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Purpose – The purpose of this paper is to survey chairmen's perceptions of female board representation in five Nordic countries, focussing on whether the chairman's perception of board work is related to gender diversity, and on differences between high- and low-risk firms. Design/methodology/approach – The authors combine data from a questionnaire directed to the chairmen of the boards in Nordic listed companies with data on firm characteristics and board composition. Findings – The authors find that the chairmen (97.5 percent male) are significantly less satisfied with female board members as compared to male ones. The authors also find that firms with nomination committees have more gender diverse boards, as well as indications of a more positively perceived contribution of female representation in high-risk firms. Research limitations/implications – The study is restricted to perceptions of chairmen for listed Nordic firms. The low response rate of 20.1 percent is a severe limitation. Practical implications – The increasing practice of using nomination committees in the Nordic countries seems advantageous from gender balance perspective. Originality/value – The authors contribute to the literature on gender diversity in boards by providing results from a board intern perspective.
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Wagner, Wolfgang, and Maaris Raudsepp. "Representations in Intergroup Relations: Reflexivity, Meta-Representations, and Interobjectivity." RUDN Journal of Psychology and Pedagogics 18, no. 2 (December 15, 2021): 332–45. http://dx.doi.org/10.22363/2313-1683-2021-18-2-332-345.

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Social and cultural groups are characterised by shared systems of social objects and issues that constitute their objective reality and their members' identity. It is argued that interpersonal interactions within such groups require a system of comprehensive representations to enable concerted interaction between individuals. Comprehensive representations include bits and pieces of the interactant's representational constitution and potential values and behaviours to reduce possible friction in interactions. On a larger scale, the same is true in encounters, communication, and interaction between members of different cultural groups where interactants need to dispose of a rough knowledge of the other culture's relevant characteristics. This mutual knowledge is called meta-representations that complement the actors' own values and ways of thinking. This concept complements Social Representation Theory when applied to cross-cultural and inter-ethnic interactions.
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Miller, R. A., R. H. Baud, J. R. Scherrer, and A. M. Rassinoux. "Modeling Concepts in Medicine for Medical Language Understanding." Methods of Information in Medicine 37, no. 04/05 (October 1998): 361–72. http://dx.doi.org/10.1055/s-0038-1634561.

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AbstractOver the past two decades, the construction of models for medical concept representation and for understanding of the deep meaning of medical narrative texts have been challenging areas of medical informatics research. This review highlights how these two inter-related domains have evolved, emphasizing aspects of medical modeling as a tool for medical language understanding. A representation schema, which balances partially but accurately with complete but complex representations of domainspecific knowledge, must be developed to facilitate language understanding. Representative examples are drawn from two major independent efforts undertaken by the authors: the elaboration and the subsequent adjustment of the RECIT multilingual analyzer to include a robust medical concept model, and the recasting of a frame-based interlingua system, originally developed to map equivalent concepts between controlled clinical vocabularies, to invoke a similar concept model.
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Yun, Hyeongu, Taegwan Kang, and Kyomin Jung. "Analyzing and Controlling Inter-Head Diversity in Multi-Head Attention." Applied Sciences 11, no. 4 (February 8, 2021): 1548. http://dx.doi.org/10.3390/app11041548.

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Multi-head attention, a powerful strategy for Transformer, is assumed to utilize information from diverse representation subspaces. However, measuring diversity between heads’ representations or exploiting the diversity has been rarely studied. In this paper, we quantitatively analyze inter-head diversity of multi-head attention by applying recently developed similarity measures between two deep representations: Singular Vector Canonical Correlation Analysis (SVCCA) and Centered Kernel Alignment (CKA). By doing so, we empirically show that multi-head attention does diversify representation subspaces of each head as the number of heads increases. Based on our analysis, we hypothesize that there exists an optimal inter-head diversity with which a model can achieve better performance. To examine our hypothesis, we deeply inspect three techniques to control the inter-head diversity; (1) Hilbert-Schmidt Independence Criterion regularizer among representation subspaces, (2) Orthogonality regularizer, and (3) Drophead as zero-outing each head randomly in every training step. In our experiments on various machine translation and language modeling tasks, we show that controlling inter-head diversity leads to the best performance among baselines.
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Li, Peng, Zhikui Chen, Jing Gao, Jianing Zhang, Shan Jin, Wenhan Zhao, Feng Xia, and Lu Wang. "A Deep Fusion Gaussian Mixture Model for Multiview Land Data Clustering." Wireless Communications and Mobile Computing 2020 (October 16, 2020): 1–9. http://dx.doi.org/10.1155/2020/8880430.

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With the rapid industrialization and urbanization, pattern mining of soil contamination of heavy metals is attracting increasing attention to control soil contamination. However, the correlation over various heavy metals and the high-dimension representation of heavy metal data pose vast challenges on the accurate mining of patterns over heavy metals of soil contamination. To solve those challenges, a multiview Gaussian mixture model is proposed in this paper, to naturally capture complicated relationships over multiviews on the basis of deep fusion features of data. Specifically, a deep fusion feature architecture containing modality-specific and modality-common stacked autoencoders is designed to distill fusion representations from the information of all views. Then, the Gaussian mixture model is extended on the fusion representations to naturally recognize the accurate patterns of the intra- and inter-views. Finally, extensive experiments are conducted on the representative datasets to evaluate the performance of the multiview Gaussian mixture model. Results show the outperformance of the proposed methods.
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Álvarez, Vanessa, Tarcilo Torres, Zulma Gangoso, and Vicente Sanjosé. "A COGNITIVE MODEL TO ANALYSE PHYSICS AND CHEMISTRY PROBLEM-SOLVING SKILLS: MENTAL REPRESENTATIONS IMPLIED IN SOLVING ACTIONS." Journal of Baltic Science Education 19, no. 5 (October 15, 2020): 730–46. http://dx.doi.org/10.33225/jbse/20.19.730.

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In physics and chemistry, the development of problem-solving skills is necessary to become an expert. A simple cognitive model to analyse such development is proposed and tested. An exploratory research was conducted with expert professors and students in initial and advanced years. A think aloud procedure was used to obtain relevant data while the participants tried to solve undefined, open problems. Solving these problems required a particular skill representative of expertise: modelling reality using science. More than 1350 solving actions were collected and related to the mental representations elaborated, developed and inter-related by solvers. The proposed model was able to account for expert-novice differences in terms of the respective distributions of solving actions among the mental representations. Large differences appeared in the mental representation of Conceptual scientific Model. In addition, advanced and initial students showed similar and significant averages of unproductive actions, while experts took very few. Experts showed high convergence in their distributions of actions among the mental representations. If the outcomes were replicated with higher external validity, the model could help researchers to analyse the cognitive mechanisms in problem-solving, and teachers to better focus their efforts on specific students’ lacks. Keywords: cognitive model, expert-novice differences, mental representations, problem-solving skills, solving actions
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García Miguélez, María Purificación. "La participación de los trabajadores en materia de prevención de riesgos laborales." Pecvnia : Revista de la Facultad de Ciencias Económicas y Empresariales, Universidad de León, no. 8 (June 1, 2009): 121. http://dx.doi.org/10.18002/pec.v0i8.677.

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El derecho de participación reconocido a los trabajadores para la organización y planificación de las actividades de prevención en las empresas entraña una estructura compleja en diferentes ámbitos. En primer lugar, respecto al dominio privado e interno, integrado por una participación directa e individualizada de los trabajadores en entidades de plantillas reducidas, o un procedimiento indirecto, colectivo o representativo, en el caso de empresas con un número suficiente de trabajadores para elegir representantes (tanto a través de una representación general -unitaria o sindical- como de una especializada -delegados de prevención y comité de seguridad y salud-). Son analizados tanto el aspecto "orgánico" (esto es, los órganos representativos precisos para un correcto ejercicio) como el "funcional" (es decir,las facultades y competencias a desempeñar), así como las diferencias para ejercer los derechos de información y de consulta, todo ello a fin determinar el órgano de representación más idóneo en cada caso. En segundo lugar, y en relación con el marco de actuación público, el derecho puede ser denominado de participación representativa e institucional, pues es llevada a cabo en diferentes órganos administrativos y fundaciones sectoriales, siendo los sindicatos más representativos responsables de su correcto ejercicio.<br /><br />The right that is recognized to workers in order to participate in the organization and planning of prevention activities in enterprises entails a complex structure related to different scopes. Firstly, related to the internal and private domain, consisting in a direct and individualized participation of workers in those entities of small size in staff, or an indirect, collective or representative procedure, in case of enterprises with a number of workers enough to elect representatives (either a general delegation -unit and trade union- or a specialized one -prevention risks delegates and committee on security and health-). The "organic" aspect (i.e. representative organs required to a proper practice) and the "functional" one (i.e. faculties and competences to be performed) are both under analysis. Differences to exercise the rights on information and consultation are also considered, all in order to determine the most suitable representative organ in each case. Secondly, related to the public framework, the right could be so-called representative and institucional participation, as it is performed in different administrative organs and sectorial foundations, the most representative trade unions as responsible for a proper exercise.
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KUZU, Okan. "Preservice Mathematics Teachers' Representation Transformation Competence Levels in the Process of Solving Limit Problems." Acta Didactica Napocensia 13, no. 2 (December 30, 2020): 306–15. http://dx.doi.org/10.24193/adn.13.2.20.

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Abstract: In this study, representations used by preservice mathematics teachers in the process of solving limit problems were determined, the inter-representation transformation competence levels were investigated and the relationship between them was examined. In this context, “Limit Representation Transformation Test” with a reliability of .908 was administered to 50 preservice teachers attending to a state university in the Central of Turkey. Preservice teachers had most difficulty in solving problems that had verbal representation inputs, especially they achieved low performances in transformation from verbal to numerical representation. Although, in general, they achieved the highest performance in the problem that had numerical representation input, they also achieved very high performances in the problems that had graphical and algebraic representation inputs. Specifically, they performed very well in the problems that required transformation from an algebraic representation to a verbal representation. Moreover, significant positive correlations were found among preservice teachers’ representation transformation competence levels.
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Chernova, Zhanna V. "Representation of Fatherhood: Blogs’ Sociological Analysis." Inter 1, no. 15 (2018): 6–23. http://dx.doi.org/10.19181/inter.2018.15.1.

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13

Dempsey-Jones, Harriet, Vanessa Harrar, Jonathan Oliver, Heidi Johansen-Berg, Charles Spence, and Tamar R. Makin. "Transfer of tactile perceptual learning to untrained neighboring fingers reflects natural use relationships." Journal of Neurophysiology 115, no. 3 (March 1, 2016): 1088–97. http://dx.doi.org/10.1152/jn.00181.2015.

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Tactile learning transfers from trained to untrained fingers in a pattern that reflects overlap between the representations of fingers in the somatosensory system (e.g., neurons with multifinger receptive fields). While physical proximity on the body is known to determine the topography of somatosensory representations, tactile coactivation is also an established organizing principle of somatosensory topography. In this study we investigated whether tactile coactivation, induced by habitual inter-finger cooperative use (use pattern), shapes inter-finger overlap. To this end, we used psychophysics to compare the transfer of tactile learning from the middle finger to its adjacent fingers. This allowed us to compare transfer to two fingers that are both physically and cortically adjacent to the middle finger but have differing use patterns. Specifically, the middle finger is used more frequently with the ring than with the index finger. We predicted this should lead to greater representational overlap between the former than the latter pair. Furthermore, this difference in overlap should be reflected in differential learning transfer from the middle to index vs. ring fingers. Subsequently, we predicted temporary learning-related changes in the middle finger's representation (e.g., cortical magnification) would cause transient interference in perceptual thresholds of the ring, but not the index, finger. Supporting this, longitudinal analysis revealed a divergence where learning transfer was fast to the index finger but relatively delayed to the ring finger. Our results support the theory that tactile coactivation patterns between digits affect their topographic relationships. Our findings emphasize how action shapes perception and somatosensory organization.
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Kaster Portelinha, Márcia, Camila Almeida, Caroline Vasconcellos Lopes, and Natalia Rosiely Costa Vargas. "A Teoria das Representações Sociais e sua Inter-Relação Entre Sujeito e Objeto." Ensaios e Ciência C Biológicas Agrárias e da Saúde 24, no. 5-esp. (February 19, 2021): 684–92. http://dx.doi.org/10.17921/1415-6938.2020v24n5-esp.p684-692.

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Conhecer o que vem sendo descrito sobre a Teoria das Representações Sociais e sua inter-relação entre sujeito e objeto foi objetivo desta pesquisa de Revisão Integrativa. As buscas foram realizadas no mês de julho de 2019. O operador booleano and foi utilizado entre os termos saúde, sustentabilidade e teoria das Representações Sociais, Nos Idiomas Português E Inglês, Sendo Consultadas As Bases Lilacs, Medline/PubMed e PAHO e Google acadêmico. Os filtros foram: ser publicado nos últimos cinco anos, ter como frase exata/citação “Serge Moscovici” e ser artigo científico original. A análise dos dados decorreu do método Análise de conteúdo, resultando em três categorias: “Teoria das Representações Sociais”, que trouxe possibilidades de interpretar conhecimentos, relacionamentos e experiências atreladas ao individual e ao coletivo. A segunda categoria “Teoria das Representações Sociais e os universos: Consensual e Reificado” retrata os entrelaces e afastamentos do olhar empírico e do científico. A última categoria “Teoria das Representações Sociais e os processos: Ancoragem e Objetivação” demonstra como são organizados os pensamentos que vão formar as representações sociais, sendo considerados mecanismos que alicerçam a Teoria. Conclui-se que a Teoria das Representações Sociais não apresenta limites de utilização por temática, ela é abrangente e pode revelar grandes achados e mostrar formas de interpretar coisas iguais com olhares e descrições diferentes. No campo da saúde e da sustentabilidade esta teoria é uma ferramenta para interpretar concepções, atitudes e comportamentos de indivíduos e de grupos. Palavras-chave: Saúde. Sustentabilidade. Teoria das Representações Sociais. Abstract The aim of this research of Integrated Review was to know what has been described about the Theories of Social Representations and its inter-relation between subject and object. The researches were conducted during July 2019. The Boolean operator and was used among the terms health, sustainability and theory of social representations, in the English and Portuguese languages, being consulted in the Lilacs, Medline/PubMed and PAHO and Academic Google databases. The filters were: had been published in the last five years, having as exact/citation sentence “Serge Moscovici” and being an original scientific paper. The analysis of data was originated from the method Analysis of content, resulting in three categories: “The Theories of Social representation” which brought possibilities of interpreting knowledge, relationships and experiences related to the individual and the collectivity. The second category: “Theory of Social Representations and the universes: Consensual and Reified” which describes the interlaces and distances of empiric and scientific view. The last category: “Theory of Social Representations and the processes: Anchorage and Objectivation” which demonstrates how thoughts are organized which are responsible for making the social representations, being considered the base mechanisms of the Theory. It is concluded that the Theory of Social Representations do not present limits of utilization by themes, it is vast and can reveal big results and show ways of interpreting equal things with views and different descriptions. In the field of health and sustainability, this theory is a tool to interpret conceptions, attitudes and behaviors of individuals and groups. Keywords: Health. Sustainability. The Social Representation’s Theory.
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Zhang, Qingzhi, Panfeng Wu, Xiaohui Du, Hualiang Sun, and Lijia Yu. "Rehabilitation recognition skeleton data depth learning based on RNN." MATEC Web of Conferences 277 (2019): 02007. http://dx.doi.org/10.1051/matecconf/201927702007.

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With the extensive application of deep learning in the field of human rehabilitation, skeleton based rehabilitation recognition is becoming more and more concerned with large-scale bone data sets. The key factor of this task is the two intra frame representations of the combined co-and the inter-frame. In this paper, an inter frame representation method based on RNN is proposed. Pointtion of each joint is joint-coded they are assembled into semantic both spatial and temporal domains.we introduce a global spatial aggregation which is able to learn superior joint co features over local aggregation.
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Jiang, Pin, and Yahong Han. "Reasoning with Heterogeneous Graph Alignment for Video Question Answering." Proceedings of the AAAI Conference on Artificial Intelligence 34, no. 07 (April 3, 2020): 11109–16. http://dx.doi.org/10.1609/aaai.v34i07.6767.

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The dominant video question answering methods are based on fine-grained representation or model-specific attention mechanism. They usually process video and question separately, then feed the representations of different modalities into following late fusion networks. Although these methods use information of one modality to boost the other, they neglect to integrate correlations of both inter- and intra-modality in an uniform module. We propose a deep heterogeneous graph alignment network over the video shots and question words. Furthermore, we explore the network architecture from four steps: representation, fusion, alignment, and reasoning. Within our network, the inter- and intra-modality information can be aligned and interacted simultaneously over the heterogeneous graph and used for cross-modal reasoning. We evaluate our method on three benchmark datasets and conduct extensive ablation study to the effectiveness of the network architecture. Experiments show the network to be superior in quality.
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McGarry, Aidan. "Roma as a political identity: Exploring representations of Roma in Europe." Ethnicities 14, no. 6 (November 14, 2014): 756–74. http://dx.doi.org/10.1177/1468796814542182.

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This article explores some of the myriad representations of Roma in Europe and argues that this proliferation makes it more difficult for policymakers to formulate coherent interventions, for academics to agree on a common conceptual language and for the majority to understand the inter-connected problems facing Roma communities. ‘Representations’ refers to how the community is understood by itself as well as by others. Whilst no community retains an uncontested image of itself and its identity, Roma communities have little or no control over how they are represented in the public sphere. Usually, representations of Roma originate and are sustained by non-Romani actors including international organisations, national governments and the majority. Of course, Roma communities have attempted to influence how they represent themselves externally to challenge negative stereotypes and internally, to raise a political consciousness and foster solidarity. Relatedly, the political representation of Roma is particularly important due to their weak political positioning in local, national and transnational contexts but also because it highlights the disparity between contested questions of who Roma are and devising policy interventions to address socio-economic and political exclusion. This article discusses a select number of prevalent Roma representations and links the representation of Roma identity to the public presence and agency of Romani communities.
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Hegyi, Noémi. "Übersetzung und Kulturtransfer in der frühen Zwischenkriegszeit in den Zeitschriften Ostland und Klingsor." Germanistische Beiträge 45, no. 1 (December 1, 2019): 94–107. http://dx.doi.org/10.2478/gb-2019-0022.

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Abstract After the First Wald War, the community of Transyvanian Saxons found itself in a new political context. This study analyses cultural representations as both self-identification and cultural dialogue in two of the main publications in German language of the early inter-war period, the cultural journals Ostland and Klingsor. Literary translations and the representation of other literatures through the selection of authors and texts are also subjects of this study.
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Hope, Sophie, and Joanna Figiel. "Interning and Investing: Rethinking Unpaid Work, Social Capital, and the “Human Capital Regime”." tripleC: Communication, Capitalism & Critique. Open Access Journal for a Global Sustainable Information Society 13, no. 2 (September 30, 2015): 361–74. http://dx.doi.org/10.31269/triplec.v13i2.607.

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For young workers, interning is a strategy for speculating on one’s asset portfolio. Students and graduates undertake internships as a way of maintaining their self-appreciation and avoiding depreciation in a “human capital regime.” In this article, we explore the specific example of interning in the creative industries as the self-management of human capital vis-à-vis the human capital theses. Taking three cultural objects and recent representations of the issue of unpaid internships—Intern magazine, an advert for a “volunteering opportunity” student placement, and testimonies from interns—we analyze how unpaid work in the creative industries and the neoliberal version of human capital entrepreneurship can be seen as embodied by interns.
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Eremenko, Iuliia A. "The Label of a City as an Element of the Knowledge Economy: The Case of the “City of Science”, Darmstadt." Inter 11, no. 19 (2019): 81–94. http://dx.doi.org/10.19181/inter.2019.19.5.

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Many cities all around the world have an offcial label of or call themselves “City of Science”. Marketing studies have shown the influence of this label on the level of attractiveness of this territory for national and international investors. However, these studies do not explain the reasons for the desire to acquire such a label if the city has the opportunity to qualify for a label associated with the tourism industry. The article considers a city’s image as a construction created in the conditions of competition between cities in the financial market and shows what resources are used by urban marketing to create an image of an ideal place for scientifc activity. In this article, we look into the example of the German “City of Science” — Darmstadt. The study is based on a series of semi-structured interviews with experts in urban history and city development: representatives of scientifc organizations, local politicians, urban activists and supervisors involved in the adaptation of students. Furthermore, a qualitative analysis of the contents of booklets and brochures which describe the city and are produced by the local administration was used. Based on this material, Darmstadt’s representations as a “City of Science” in marketing publications and Darmstadt’s citizens´ daily perception are analyzed. The result of the study was a statement of the unequal representation of Darmstadt’s image for an external consumer, based on the “City of Science” label, and the material space and Darmstadt’s perception by its inhabitants, for whom social interaction on a district and scientifc organization level is the decisive factor for labelling the city.
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Rockwell, W. Teed. "Representation and Radical Empiricism." Intellectica. Revue de l'Association pour la Recherche Cognitive 60, no. 2 (2013): 219–40. http://dx.doi.org/10.3406/intel.2013.1064.

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Smolensky, Paul. "Representation in Connectionist Networks." Intellectica. Revue de l'Association pour la Recherche Cognitive 9, no. 1 (1990): 127–65. http://dx.doi.org/10.3406/intel.1990.882.

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Pálfi, Emese, Mária Ashaber, Cory Palmer, Robert M. Friedman, Anna W. Roe, and László Négyessy. "Neuronalis összeköttetések a szomatoszenzoros kérgi área 3b és área 1 kézreprezentációs területén főemlősökben." Orvosi Hetilap 157, no. 33 (August 2016): 1320–25. http://dx.doi.org/10.1556/650.2016.30499.

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Introduction: The close functional relationship between areas 3b and 1 of the somatosensory cortex is based on their reciprocal connections indicating that tactile sensation depends on the interaction of these two areas. Aim: The aim of the authors was to explore this neuronal circuit at the level of the distal finger pad representation. Method: The study was made by bidirectional tract tracing aided by neurophysiological mapping in squirrel monkeys (Saimiri sciureus). Results: Inter-areal connections between the two areas preferred the homologues representations. However, intra-areal connections were formed between the neighboring finger pad representations supporting the physiological observations. Interestingly, the size of the local input area of the injected cortical micro-region, which differed in the two areas, represented the same skin area. Conclusions: The authors propose that intra-areal connections are important in integrating information across fingers, while inter-areal connections are important in maintaining input localization during hand movement. Orv. Hetil., 2016, 157(33), 1320–1325.
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Nomikou, Iris, Malte Schilling, Vivien Heller, and Katharina J. Rohlfing. "Language-at all times." Interaction Studies 17, no. 1 (September 26, 2016): 128–53. http://dx.doi.org/10.1075/is.17.1.06nom.

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Abstract This article discusses the importance of social interaction for the development of the representations for symbolic communication. We suggest that there is no need to distinguish between different representational systems emerging at different stages of development. Instead, we propose that representations are rich right from the beginning of a child’s life, and that they are driven mainly by acting and interacting in the physical and social world. The more variety in a child’s interactional experience (i.e., synchrony, sequentiality, and prediction), the more enriched and abstracted the representations become. We review literature providing evidence for the ways in which infants’ development toward symbolic communication benefits from repeated social (inter)action and consider some implications for computational approaches.
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Winters, Andrew M., and Liz Stillwaggon-Swan. "Does Inquiry Preempt Representation? A Reply to Teed Rockwell’s “Representation and Radical Empiricism”." Intellectica. Revue de l'Association pour la Recherche Cognitive 60, no. 2 (2013): 245–50. http://dx.doi.org/10.3406/intel.2013.1067.

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Piasecki, Maciej. "Self-organising Logic of Structures as a Basis for a Dependency-based Dynamic Semantics Model." Cognitive Studies | Études cognitives, no. 13 (June 21, 2015): 25–55. http://dx.doi.org/10.11649/cs.2013.002.

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Self-organising Logic of Structures as a Basis for a Dependency-based Dynamic Semantics ModelWe present Self-organising Logic of Structures (SLS), a semantic representation language of high expressive power, which was designed for a fully compositional representation of discourse anaphora following the Dynamic Semantics paradigm. The application of SLS to the description of possible meanings of Polish multiple quantifier sentences is discussed. Special attention is paid to the phenomena of: cardinality dependency/independency of Noun Phrase quantifiers and variety of quantification. Semantic representation based on several formal operators is proposed. They can be combined in many different ways, if one takes a purely theoretical perspective. However, in the paper we show that this huge number is practically reduced in the language use and is governed by several constraints motivated by the analysis of Polish language data. The Hypothesis of Local Range of Cardinality Dependency is formulated as an alternative to representations based on quantifier rising technique. SLS provides a multi-layered language description of inter-linked representation of sever antification, reference, presupposition and anaphora.
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Lüdtke, Stefan, and Thomas Kirste. "Lifted Bayesian Filtering in Multiset Rewriting Systems." Journal of Artificial Intelligence Research 69 (December 7, 2020): 1203–54. http://dx.doi.org/10.1613/jair.1.12066.

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We present a model for Bayesian filtering (BF) in discrete dynamic systems where multiple entities (inter)-act, i.e. where the system dynamics is naturally described by a Multiset rewriting system (MRS). Typically, BF in such situations is computationally expensive due to the high number of discrete states that need to be maintained explicitly. We devise a lifted state representation, based on a suitable decomposition of multiset states, such that some factors of the distribution are exchangeable and thus afford an efficient representation. Intuitively, this representation groups together similar entities whose properties follow an exchangeable joint distribution. Subsequently, we introduce a BF algorithm that works directly on lifted states, without resorting to the original, much larger ground representation. This algorithm directly lends itself to approximate versions by limiting the number of explicitly represented lifted states in the posterior. We show empirically that the lifted representation can lead to a factorial reduction in the representational complexity of the distribution, and in the approximate cases can lead to a lower variance of the estimate and a lower estimation error compared to the original, ground representation.
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Grizzle, Alton, and Felipe Chibás Ortiz. "Representation of religion in print media in Britain and Jamaica: a comparative study." Revista Extraprensa 13, no. 1 (December 30, 2019): 96–113. http://dx.doi.org/10.11606/extraprensa2019.152527.

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This study is an investigation made in 2013 on the representation of six religions and secular groups in the mass media in three newspapers in the UK and one in Jamaica. Through content analysis, the authors attempted to ascertain, among other things, which religion was more prominent in the news, the sources used and the main discourse or subject about these religions. In conclusion, there are no major differences in the representation of religion across these media systems and countries, which have similar culture and socio-political contexts. Islam and Christianity received most “negative” representations, although Christianity and other religions also had some “positive” framing, and some religions are not represented at all. Freedom of religion and inter-religious dialogue is relatively absent from the public and journalistic discourse.
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Mouzas, Stefanos, and Stephan C. Henneberg. "Inter-cognitive representations in business networks." Industrial Marketing Management 48 (July 2015): 61–67. http://dx.doi.org/10.1016/j.indmarman.2015.03.009.

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Coates, J., and T. M. Butler. "A comparison of chemical mechanisms using Tagged Ozone Production Potential (TOPP) analysis." Atmospheric Chemistry and Physics Discussions 15, no. 8 (April 29, 2015): 12389–422. http://dx.doi.org/10.5194/acpd-15-12389-2015.

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Abstract. Ground-level ozone is a secondary pollutant produced photochemically from reactions of NOx with peroxy radicals produced during VOC degradation. Chemical transport models use simplified representations of this complex gas-phase chemistry to predict O3 levels and inform emission control strategies. Accurate representation of O3 production chemistry is vital for effective predictions. In this study, VOC degradation chemistry in simplified mechanisms is compared to that in the near-explicit MCM mechanism using a boxmodel and by "tagging" all organic degradation products over multi-day runs, thus calculating the Tagged Ozone Production Potential (TOPP) for a selection of VOC representative of urban airmasses. Simplified mechanisms that aggregate VOC degradation products instead of aggregating emitted VOC produce comparable amounts of O3 from VOC degradation to the MCM. First day TOPP values are similar across mechanisms for most VOC, with larger discrepancies arising over the course of the model run. Aromatic and unsaturated aliphatic VOC have largest inter-mechanisms differences on the first day, while alkanes show largest differences on the second day. Simplified mechanisms break down VOC into smaller sized degradation products on the first day faster than the MCM impacting the total amount of O3 produced on subsequent days due to secondary chemistry.
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Coates, J., and T. M. Butler. "A comparison of chemical mechanisms using tagged ozone production potential (TOPP) analysis." Atmospheric Chemistry and Physics 15, no. 15 (August 10, 2015): 8795–808. http://dx.doi.org/10.5194/acp-15-8795-2015.

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Abstract. Ground-level ozone is a secondary pollutant produced photochemically from reactions of NOx with peroxy radicals produced during volatile organic compound (VOC) degradation. Chemical transport models use simplified representations of this complex gas-phase chemistry to predict O3 levels and inform emission control strategies. Accurate representation of O3 production chemistry is vital for effective prediction. In this study, VOC degradation chemistry in simplified mechanisms is compared to that in the near-explicit Master Chemical Mechanism (MCM) using a box model and by "tagging" all organic degradation products over multi-day runs, thus calculating the tagged ozone production potential (TOPP) for a selection of VOCs representative of urban air masses. Simplified mechanisms that aggregate VOC degradation products instead of aggregating emitted VOCs produce comparable amounts of O3 from VOC degradation to the MCM. First-day TOPP values are similar across mechanisms for most VOCs, with larger discrepancies arising over the course of the model run. Aromatic and unsaturated aliphatic VOCs have the largest inter-mechanism differences on the first day, while alkanes show largest differences on the second day. Simplified mechanisms break VOCs down into smaller-sized degradation products on the first day faster than the MCM, impacting the total amount of O3 produced on subsequent days due to secondary chemistry.
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Latoschik, Marc Erich, Christian Froehlich, and Alexander Wendler. "Scene Synchronization in Close Coupled World Representations using SCIVE." International Journal of Virtual Reality 5, no. 3 (January 1, 2006): 47–52. http://dx.doi.org/10.20870/ijvr.2006.5.3.2698.

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This paper introduces SCIVE, a Simulation Core for Intelligent Virtual Environments. SCIVE provides a Knowledge Representation Layer (KRL) as a central organizing structure. Based on a semantic net, it ties together the data representations of the various simulation modules, e.g., for graphics, physics, audio, haptics or Artificial Intelligence (AI) representations. SCIVE's open architecture allows a seamless integration and modification of these modules. Their data synchronization is widely customizable to support extensibility and maintainability. Synchronization can be controlled through filters which in turn can be instantiated and parametrized by any of the modules, e.g., the AI component can be used to change an object's behavior to be controlled by the physics instead of the interaction- or a keyframe-module. This bidirectional inter- module access is mapped by, and routed through, the KRL which semantically reflects all objects or entities the simulation comprises. Hence, SCIVE allows extensive application design and customization from low-level core logic, module configuration and flow control, to the simulated scene, all on a high-level unified representation layer while it supports well known development paradigms commonly found in Virtual Reality applications
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Stewart, John Robert. "External vs. Mental Representations." Intellectica. Revue de l'Association pour la Recherche Cognitive 36, no. 1 (2003): 381–84. http://dx.doi.org/10.3406/intel.2003.1699.

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Preišegalavičienė, Lina. "NATIONAL REPRESENTATION IN THE CONSTITUENT SEIMAS (PARLIAMENT) INTERIOR BY VLADIMIR DUBENECKY (1924) / TAUTINĖ REPREZENTACIJA VLADIMIRO DUBENECKIO STEIGIAMOJO SEIMO INTERJERE (1924 M.)." Mokslas - Lietuvos ateitis 3, no. 3 (June 7, 2011): 115–23. http://dx.doi.org/10.3846/mla.2011.060.

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Russian-born painter and architect Vladimir Dubenecky (1888–1932) is well known in Lithuania because of valuable architectural legacy created during his living and working in Kaunas in 1919–1932. The aim of the discussion is to open less known side of V. Dubenecky creative work – public interior design. Until now it is little examined theme, so this article will extend the approach to well-known artist’s architectural works, thereby creating additional material for the history of Lithuanian interiors. Only one part of representativeness aspect is discussed in this article, that is the national representation. The representative interior project of the Constituent Seimas, Parliament, (1924) is chosen for the study because of that. The Parliament’s interior project was focused on the conference room equipment and furniture design. Meanwhile the discussion of the design project is studied how the past architectural styles and folk art had been creatively remade in order to create the new style, which was named as National Style during the interwar period. The creative origin of the National style is discussed as well and it is supposed that the National Style started as a continuation of Art Nouveau and a little later it became the part of Art Deco. The National Style worked in order to fulfill one of the main tasks of the interior desig – national representativeness. Inspite of the National Style was widely promoted during the interwar period, other different kinds of representation existed as well: political representation, representation of modernity, representation of power. Several other inter-war Lithuanian representative interiors are mentioned in the article as examples for comparison the different types of representation. They are the Cabinet of Minister’s and the Museum of Vytautas the Great.
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Tipper, Steven P. "The Negative Priming Effect: Inhibitory Priming by Ignored Objects." Quarterly Journal of Experimental Psychology Section A 37, no. 4 (November 1985): 571–90. http://dx.doi.org/10.1080/14640748508400920.

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A priming paradigm was employed to investigate the processing of an ignored object during selection of an attended object. Two issues were investigated: the level of internal representation achieved for the ignored object, and the subsequent fate of this representation. In Experiment 1 a prime display containing two superimposed objects was briefly presented. One second later a probe display was presented containing an object to be named. If the ignored object in the prime display was the same as the subsequent probe, naming latencies were impaired. This effect is termed negative priming. It suggests that internal representations of the ignored object may become associated with inhibition during selection. Thus, selection of a subsequent probe object requiring these inhibited representations is delayed. Experiment 2 replicated the negative priming effect with a shorter inter-stimulus interval. Experiment 3 examined the priming effects of both the ignored and the selected objects. The effect of both identity repetition and a categorical relationship between prime and probe stimuli were investigated. The data showed that for a stimulus selected from the prime display, naming of the same object in the probe display was facilitated. When the same stimulus was ignored in the prime display, however, naming of it in the probe display was again impaired (negative priming). That negative priming was also demonstrated with categorically related objects suggests that ignored objects achieve categorical levels of representation, and that the inhibition may be at this level.
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36

Shai, Offer, and Gordon R. Pennock. "Extension of Graph Theory to the Duality Between Static Systems and Mechanisms." Journal of Mechanical Design 128, no. 1 (July 4, 2005): 179–91. http://dx.doi.org/10.1115/1.2120827.

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This paper is a study of the duality between the statics of a variety of structures and the kinematics of mechanisms. To provide insight into this duality, two new graph representations are introduced; namely, the flow line graph representation and the potential line graph representation. The paper also discusses the duality that exists between these two representations. Then the duality between a static pillar system and a planar linkage is investigated by using the flow line graph representation for the pillar system and the potential line graph representation for the linkage. A compound planetary gear train is shown to be dual to the special case of a statically determinate beam and the duality between a serial robot and a platform-type robot, such as the Stewart platform, is explained. To show that the approach presented here can also be applied to more general robotic manipulators, the paper includes a two-platform robot and the dual spatial linkage. The dual transformation is then used to check the stability of a static system and the stationary, or locked, positions of a linkage. The paper shows that two novel platform systems, comprised of concentric spherical platforms inter-connected by rigid rods, are dual to a spherical six-bar linkage. The dual transformation, as presented in this paper, does not require the formulation and solution of the governing equations of the system under investigation. This is an original contribution to the literature and provides an alternative technique to the synthesis of structures and mechanisms. To simplify the design process, the synthesis problem can be transformed from the given system to the dual system in a straightforward manner.
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37

Palma, Adriano. "On Gennaro Auletta on representations." Intellectica. Revue de l'Association pour la Recherche Cognitive 36, no. 1 (2003): 397–99. http://dx.doi.org/10.3406/intel.2003.1702.

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Auletta, Gennaro. "Is representation characterized by intrinsicity and causality ?" Intellectica. Revue de l'Association pour la Recherche Cognitive 35, no. 2 (2002): 83–113. http://dx.doi.org/10.3406/intel.2002.1658.

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39

Wang, Yi'an, and Steve J. Kulich. "Inter/cultural communication. Representation and construction of culture." Language and Intercultural Communication 14, no. 4 (September 12, 2014): 508–12. http://dx.doi.org/10.1080/14708477.2014.950808.

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40

Zapounidou, Sofia, Michalis Sfakakis, and Christos Papatheodorou. "Representing and integrating bibliographic information into the Semantic Web: A comparison of four conceptual models." Journal of Information Science 43, no. 4 (June 1, 2016): 525–53. http://dx.doi.org/10.1177/0165551516650410.

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Integration of library data into the Semantic Web environment is a key issue for libraries and is approached on the basis of interoperability between conceptual models. Several data models exist for the representation and publication of library data in the Semantic Web and therefore inter-domain and intra-domain interoperability issues emerge as a growing number of web data are generated. Achieving interoperability for different representations of the same or related entities between the library and other cultural heritage institutions shall enhance rich bibliographic data reusability and support the development of new data-driven information services. This paper aims to investigate common ground and convergences between four conceptual models, namely Functional Requirements for Bibliographic Records (FRBR), FRBR Object-Oriented (FRBRoo), Bibliographic Framework (BIBFRAME) and Europeana Data Model (EDM), enabling semantically-richer interoperability by studying the representation of monographs, as well as of content relationships (derivative and equivalent bibliographic relationships) and of whole-part relationships between them.
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41

Ku, Yixuan. "Selective attention on representations in working memory: cognitive and neural mechanisms." PeerJ 6 (April 2, 2018): e4585. http://dx.doi.org/10.7717/peerj.4585.

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Selective attention and working memory are inter-dependent core cognitive functions. It is critical to allocate attention on selected targets during the capacity-limited working memory processes to fulfill the goal-directed behavior. The trends of research on both topics are increasing exponentially in recent years, and it is considered that selective attention and working memory share similar underlying neural mechanisms. Different types of attention orientation in working memory are introduced by distinctive cues, and the means using retrospective cues are strengthened currently as it is manipulating the representation in memory, instead of the perceptual representation. The cognitive and neural mechanisms of the retro-cue effects are further reviewed, as well as the potential molecular mechanism. The frontal-parietal network that is involved in both attention and working memory is also the neural candidate for attention orientation during working memory. Neural oscillations in the gamma and alpha/beta oscillations may respectively be employed for the feedforward and feedback information transfer between the sensory cortices and the association cortices. Dopamine and serotonin systems might interact with each other subserving the communication between memory and attention. In conclusion, representations which attention shifts towards are strengthened, while representations which attention moves away from are degraded. Studies on attention orientation during working memory indicates the flexibility of the processes of working memory, and the beneficial way that overcome the limited capacity of working memory.
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42

PRADHAN, SAMEER S., EDUARD HOVY, MITCH MARCUS, MARTHA PALMER, LANCE RAMSHAW, and RALPH WEISCHEDEL. "ONTONOTES: A UNIFIED RELATIONAL SEMANTIC REPRESENTATION." International Journal of Semantic Computing 01, no. 04 (December 2007): 405–19. http://dx.doi.org/10.1142/s1793351x07000251.

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The OntoNotes project is creating a corpus of large-scale, accurate, and integrated annotation of multiple levels of the shallow semantic structure in text. Such rich, integrated annotation covering many levels will allow for richer, cross-level models enabling significantly better automatic semantic analysis. At the same time, it demands a robust, efficient, scalable mechanism for storing and accessing these complex inter-dependent annotations. We describe a relational database representation that captures both the inter- and intra-layer dependencies and provide details of an object-oriented API for efficient, multi-tiered access to this data.
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43

Harcourt, Mark, Helen Lam, and Geoffrey Wood. "US union revival, minority unionism and inter-union conflict." Journal of Industrial Relations 56, no. 5 (December 12, 2013): 653–71. http://dx.doi.org/10.1177/0022185613507165.

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One option for reversing US union decline, requiring no legislative change, would involve re-legitimizing non-majority or minority union representation, allowing unions to organize without running the gauntlet of union certification. Such minority representation, applicable only to workplaces without majority union support on a members-only basis, could run in parallel with the existing system of exclusive representation in workplaces where majority support is achieved. The increased representation in the currently unrepresented workplaces would inevitably promote workers’ collective voice and contribute to union revival. However, minority unionism has been criticized for breeding union competition because it is non-exclusive. In this paper, the nature and extent of inter-union conflict under minority unionism are re-examined, using survey data from unions in New Zealand which already has non-exclusive, minority union representation. The low levels and consequences of conflict suggest that the benefits of minority unionism far outweigh any potentially unfavourable effects.
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44

Ullmann, Stefanie. "Epistemic stancetaking and speaker objectification in a spatio-cognitive discourse world." Journal of Language and Politics 18, no. 3 (February 4, 2019): 393–419. http://dx.doi.org/10.1075/jlp.17038.ull.

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Abstract This paper seeks to apply a cognitive-linguistic approach to critical discourse studies in an investigation of epistemic stancetaking and types of inter/subjectivity of the speaker in political discourse. More specifically, the paper presents an analysis of responses by three different politicians, i.e. John Kerry, Bashar al-Assad and Vladimir Putin, to the chemical weapons attack in Syria in August 2013. By incorporating cognitive-linguistic theories in a critical investigation of language, I address diverging representations of the same event and their discursive functions in representing underlying ideologies and motifs of the respective politicians. Specifically, I propose a more nuanced incorporation of epistemic stance in a spatio-cognitive representation of discourse. My analysis shows that type of inter/subjectivity has bearing on the epistemic quality of a proposition. The more prominently a speaker construes him-/herself as evaluator of an event, the stronger his/her assertions become, which is equally visible in a discourse space model.
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45

Rockwell, W. Teed. "Response to Commentaries on “Representation and Radical Empiricism”." Intellectica. Revue de l'Association pour la Recherche Cognitive 61, no. 1 (2014): 327–31. http://dx.doi.org/10.3406/intel.2014.1053.

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46

Diettrich, Olaf. "Cognitive and Communicative Development in Reality Free Representation." Intellectica. Revue de l'Association pour la Recherche Cognitive 18, no. 1 (1994): 71–111. http://dx.doi.org/10.3406/intel.1994.1452.

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47

Souty, F., T. Brunelle, P. Dumas, B. Dorin, P. Ciais, R. Crassous, C. Müller, and A. Bondeau. "The Nexus Land-Use model version 1.0, an approach articulating biophysical potentials and economic dynamics to model competition for land-use." Geoscientific Model Development 5, no. 5 (October 19, 2012): 1297–322. http://dx.doi.org/10.5194/gmd-5-1297-2012.

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Abstract. Interactions between food demand, biomass energy and forest preservation are driving both food prices and land-use changes, regionally and globally. This study presents a new model called Nexus Land-Use version 1.0 which describes these interactions through a generic representation of agricultural intensification mechanisms within agricultural lands. The Nexus Land-Use model equations combine biophysics and economics into a single coherent framework to calculate crop yields, food prices, and resulting pasture and cropland areas within 12 regions inter-connected with each other by international trade. The representation of cropland and livestock production systems in each region relies on three components: (i) a biomass production function derived from the crop yield response function to inputs such as industrial fertilisers; (ii) a detailed representation of the livestock production system subdivided into an intensive and an extensive component, and (iii) a spatially explicit distribution of potential (maximal) crop yields prescribed from the Lund-Postdam-Jena global vegetation model for managed Land (LPJmL). The economic principles governing decisions about land-use and intensification are adapted from the Ricardian rent theory, assuming cost minimisation for farmers. In contrast to the other land-use models linking economy and biophysics, crops are aggregated as a representative product in calories and intensification for the representative crop is a non-linear function of chemical inputs. The model equations and parameter values are first described in details. Then, idealised scenarios exploring the impact of forest preservation policies or rising energy price on agricultural intensification are described, and their impacts on pasture and cropland areas are investigated.
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48

Jing, Xiaoyang, Qimin Dong, Ruqian Lu, and Qiwen Dong. "Protein Inter-Residue Contacts Prediction: Methods, Performances and Applications." Current Bioinformatics 14, no. 3 (March 7, 2019): 178–89. http://dx.doi.org/10.2174/1574893613666181109130430.

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Background:Protein inter-residue contacts prediction play an important role in the field of protein structure and function research. As a low-dimensional representation of protein tertiary structure, protein inter-residue contacts could greatly help de novo protein structure prediction methods to reduce the conformational search space. Over the past two decades, various methods have been developed for protein inter-residue contacts prediction.Objective:We provide a comprehensive and systematic review of protein inter-residue contacts prediction methods.Results:Protein inter-residue contacts prediction methods are roughly classified into five categories: correlated mutations methods, machine-learning methods, fusion methods, templatebased methods and 3D model-based methods. In this paper, firstly we describe the common definition of protein inter-residue contacts and show the typical application of protein inter-residue contacts. Then, we present a comprehensive review of the three main categories for protein interresidue contacts prediction: correlated mutations methods, machine-learning methods and fusion methods. Besides, we analyze the constraints for each category. Furthermore, we compare several representative methods on the CASP11 dataset and discuss performances of these methods in detail.Conclusion:Correlated mutations methods achieve better performances for long-range contacts, while the machine-learning method performs well for short-range contacts. Fusion methods could take advantage of the machine-learning and correlated mutations methods. Employing more effective fusion strategy could be helpful to further improve the performances of fusion methods.
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Dolcemáscolo, Agostina, and Lucila Dughera. "Representaciones de jóvenes productores de contenido audiovisual en Internet en la prensa escrita: los “Youtubers”." Comunicación Revista Internacional de Comunicación Audiovisual Publicidad y Literatura 1, no. 17 (2019): 18–34. http://dx.doi.org/10.12795/comunicacion.2019.i17.02.

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Wang, Zhecheng, Haoyuan Li, and Ram Rajagopal. "Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding." Proceedings of the AAAI Conference on Artificial Intelligence 34, no. 01 (April 3, 2020): 1013–20. http://dx.doi.org/10.1609/aaai.v34i01.5450.

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Understanding intrinsic patterns and predicting spatiotemporal characteristics of cities require a comprehensive representation of urban neighborhoods. Existing works relied on either inter- or intra-region connectivities to generate neighborhood representations but failed to fully utilize the informative yet heterogeneous data within neighborhoods. In this work, we propose Urban2Vec, an unsupervised multi-modal framework which incorporates both street view imagery and point-of-interest (POI) data to learn neighborhood embeddings. Specifically, we use a convolutional neural network to extract visual features from street view images while preserving geospatial similarity. Furthermore, we model each POI as a bag-of-words containing its category, rating, and review information. Analog to document embedding in natural language processing, we establish the semantic similarity between neighborhood (“document”) and the words from its surrounding POIs in the vector space. By jointly encoding visual, textual, and geospatial information into the neighborhood representation, Urban2Vec can achieve performances better than baseline models and comparable to fully-supervised methods in downstream prediction tasks. Extensive experiments on three U.S. metropolitan areas also demonstrate the model interpretability, generalization capability, and its value in neighborhood similarity analysis.
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