Academic literature on the topic 'Contextual search'

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Journal articles on the topic "Contextual search"

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Abdolmaleki, Abbas, David Simões, Nuno Lau, Luís Paulo Reis, and Gerhard Neumann. "Contextual Direct Policy Search." Journal of Intelligent & Robotic Systems 96, no. 2 (2019): 141–57. http://dx.doi.org/10.1007/s10846-018-0968-4.

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Kiran, Rathi, and Mitula Pandya. "Contextual Search Results Clustering Using Lingo with Synonymity." International Journal of Scientific Research 2, no. 6 (2012): 183–85. http://dx.doi.org/10.15373/22778179/june2013/58.

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Leme, Renato Paes, and Jon Schneider. "Contextual Search via Intrinsic Volumes." SIAM Journal on Computing 51, no. 4 (2022): 1096–125. http://dx.doi.org/10.1137/20m1385718.

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Melucci, Massimo. "Contextual Search: A Computational Framework." Foundations and Trends® in Information Retrieval 6, no. 4-5 (2012): 257–405. http://dx.doi.org/10.1561/1500000023.

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Toh, Yi Ni, Caitlin A. Sisk, and Yuhong V. Jiang. "Contextual cueing in preview search." Attention, Perception, & Psychophysics 82, no. 6 (2020): 2862–75. http://dx.doi.org/10.3758/s13414-020-02052-9.

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Hodsoll, John P., and Glyn W. Humphreys. "Preview Search and Contextual Cuing." Journal of Experimental Psychology: Human Perception and Performance 31, no. 6 (2005): 1346–58. http://dx.doi.org/10.1037/0096-1523.31.6.1346.

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Toh, Yi Ni, Caitlin A. Sisk, and Yuhong V. Jiang. "Contextual cueing in preview search." Journal of Vision 20, no. 11 (2020): 1259. http://dx.doi.org/10.1167/jov.20.11.1259.

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Hoffmann, Joachim, and Albrecht Sebald. "Local Contextual Cuing in Visual Search." Experimental Psychology 52, no. 1 (2005): 31–38. http://dx.doi.org/10.1027/1618-3169.52.1.31.

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Abstract. Previous research has indicated that covariations between the global layout of search displays and target locations result in contextual cuing: the global context guides attention to probable target locations. The present experiments extend these findings by showing that local redundancies also facilitate visual search. Participants searched for randomly located targets in invariant homogenous displays, i.e., the global context provided information neither about the location nor about the identity of the target. The only redundancy referred to spatial relations between the targets an
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Walenchok, S., M. Hout, and S. Goldinger. "Categorical Contextual Cueing in Visual Search." Journal of Vision 14, no. 10 (2014): 1074. http://dx.doi.org/10.1167/14.10.1074.

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Sebyakin, Alexey. "The Possibilities of Using Contextual Information Search on Computer Media to Identify, Investigate and Prevent Crimes." Russian Journal of Criminology 13, no. 2 (2019): 262–70. http://dx.doi.org/10.17150/2500-4255.2019.13(2).262-270.

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Contextual search is now actively used by various divisions of the law enforcement bodies to identify, investigate and prevent crimes. This instrument could be used both to search information online and to analyze local digital information carriers. Still, the task of contextual search does not currently have a single definition, and its place among the tasks of computer forensic examination is not clearly determined. The author examines various problem aspects of contextual search: its concept, its place among the tasks of forensic examination, modern understanding of the task of contextual s
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Dissertations / Theses on the topic "Contextual search"

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Lakshmanan, Hariharan 1980. "A client side tool for contextual Web search." Thesis, Massachusetts Institute of Technology, 2004. http://hdl.handle.net/1721.1/29385.

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Thesis (S.M.)--Massachusetts Institute of Technology, Dept. of Civil and Environmental Engineering, 2004.<br>Includes bibliographical references (p. 76-77).<br>This thesis describes the design and development of an application that uses information relevant to the context of a web search for the purpose of improving the search results obtained using standard search engines. The representation of the contextual information is based on a Vector Space Model and is obtained from a set of documents that have been identified as relevant to the context of the search. Two algorithms have been develope
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Tseng, Liang-Chun. "Modelling users' contextual querying behaviour for web image searching." Thesis, Queensland University of Technology, 2012. https://eprints.qut.edu.au/61049/1/Liang-Chun_Tseng_Thesis.pdf.

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The rapid growth of visual information on Web has led to immense interest in multimedia information retrieval (MIR). While advancement in MIR systems has achieved some success in specific domains, particularly the content-based approaches, general Web users still struggle to find the images they want. Despite the success in content-based object recognition or concept extraction, the major problem in current Web image searching remains in the querying process. Since most online users only express their needs in semantic terms or objects, systems that utilize visual features (e.g., color o
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Limbu, Dilip Kumar. "Contextual information retrieval from the WWW." Click here to access this resource online, 2008. http://hdl.handle.net/10292/450.

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Contextual information retrieval (CIR) is a critical technique for today’s search engines in terms of facilitating queries and returning relevant information. Despite its importance, little progress has been made in its application, due to the difficulty of capturing and representing contextual information about users. This thesis details the development and evaluation of the contextual SERL search, designed to tackle some of the challenges associated with CIR from the World Wide Web. The contextual SERL search utilises a rich contextual model that exploits implicit and explicit data to modify
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Fiske, Steven William. "Does Crowding Obscure the Presence of Attentional Guidance in Contextual Cueing?" Scholar Commons, 2012. http://scholarcommons.usf.edu/etd/4039.

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The contextual cueing effect was initially thought to be the product of memory guiding attention to the target location. However, the steep search slopes obtained in contextual cueing indicate an absence of attentional guidance. We hypothesized that crowding could be obscuring the presence of attentional guidance and investigated this possibility in 2 experiments. Crowding was manipulated by varying the density of items in the local target region in a contextual cueing task. We observed a significant reduction in search slopes between the novel and repeated conditions when crowding was red
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Karlsson, Michael. "Bathroom Hideouts : A search for new ways of storing." Thesis, Linnéuniversitetet, Institutionen för design, DE, 2011. http://urn.kb.se/resolve?urn=urn:nbn:se:lnu:diva-14163.

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My examination project during spring 2011 has been carried out in collaboration with DuoBad, a bathroom furniture company situated in Alsterbro, Småland. Their focus is to develop, manufacture and market bathroom furnitures with genuine craftsmanship. Through their partnership with some of the most influential manufacturers of quality bathroom products they can create an entirely new room to enjoy.I initiated the collaboration with DuoBad for the examination project and have not started from a specific task, but together with the company I have been focused on adding new thinking regarding sto
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Zhang, Limin. "Contextual Web Search Based on Semantic Relationships: A Theoretical Framework, Evaluation and a Medical Application Prototype." Diss., Tucson, Arizona : University of Arizona, 2006. http://etd.library.arizona.edu/etd/GetFileServlet?file=file:///data1/pdf/etd/azu%5Fetd%5F1602%5F1%5Fm.pdf&type=application/pdf.

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Chimfwembe, Richard. "Pastoral care in a context of poverty : a search for a Zambian contextual church response." Thesis, University of Pretoria, 2013. http://hdl.handle.net/2263/40203.

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In Zambia, it is true to say that people are politically free but materially still very poor, 49 years after independence which was attained in 1964. Many people lie below poverty datum-line and those that are, most hit, are the people living in rural areas. Many people are flocking from the rural areas to cities, leaving the old people, women and children in rural areas and in poverty. The levels of poverty in Zambia have reached a crisis, that even the president of Zambia, His Excellence Mr. Michael Chilufya Sata, acknowledged this fact during his parliamentary address to the second session
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Poulet, Sarah. "Contextual Cueing : apprentissage des régularités spatiales de l’environnement au cours de la recherche visuelle et accès conscient aux connaissances." Thesis, Bourgogne Franche-Comté, 2019. http://www.theses.fr/2019UBFCC027.

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Face à la surcharge informationnelle inhérente à la complexité du monde visuel, pour pallier la limitation de ses capacités de traitement et ajuster au mieux son comportement, l’être humain est capable d’apprendre et d’exploiter des régularités présentes dans son environnement visuel. S’il est complexe, le monde visuel n’en est effectivement pas moins hautement structuré et redondant, le contexte dans lequel s’inscrivent les objets constituant dès lors une source de prédictibilité profitable aux observateur·rice·s. Depuis une vingtaine d’années, le paradigme de Contextual Cueing (CC) offre un
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Reuter, Robert. "Direct and indirect measures of learning in visual search." Doctoral thesis, Universite Libre de Bruxelles, 2013. http://hdl.handle.net/2013/ULB-DIPOT:oai:dipot.ulb.ac.be:2013/209542.

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In this thesis, we will explore direct and indirect measures of learning in a visual search task commonly called contextual cueing. In the first part, we present a review of the scientific literature on contextual cueing, in order to give the readers of this thesis a better general idea of existing evidence and open questions within this relatively new research field. The aims of our own experimental studies presented in the succeeding chapters are the following ones: (1) to replicate and extend the findings described in the various papers by Marvin Chun and various colleagues on contextual cu
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Zang, Xuelian [Verfasser], and Hermann J. [Akademischer Betreuer] Müller. "Differential contributions of global, local and background contexts in contextual-guided visual search / Xuelian Zang. Betreuer: Hermann J. Müller." München : Universitätsbibliothek der Ludwig-Maximilians-Universität, 2014. http://d-nb.info/1076471927/34.

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Books on the topic "Contextual search"

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Swett, Jessamine. Contextual bias in crime scene processing and evidence collection. National University, 2018.

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Melucci, Massimo. Contextual Search. Now Publishers, 2012.

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Zikic, Jelena, Derin Kent, and Julia Richardson. International Job Search. Edited by Ute-Christine Klehe and Edwin van Hooft. Oxford University Press, 2014. http://dx.doi.org/10.1093/oxfordhb/9780199764921.013.018.

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As globalization and integration of national economies continues unabated, an increasing number of people are looking for work outside oftheir home countries. Moreover, rather than waiting to be sent overseas by an employer, as might be the case for corporate expatriate assignees, a growing number of people are independently engaging in international job search. In this chapter, we review the literature on these international job seekers, focusing specifically on immigrants and self-initiated expatriates. First, we consider the diverse motives and contextual factors that drive this internation
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van Hooft, Edwin. Motivation and Self-Regulation in Job Search: A Theory of Planned Job Search Behavior. Edited by Ute-Christine Klehe and Edwin van Hooft. Oxford University Press, 2016. http://dx.doi.org/10.1093/oxfordhb/9780199764921.013.010.

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Job search is a difficult and complex process that demands prolonged motivation and self-regulation. Integrating insights from generic motivation theories and the job search literature, a Theory of Planned Job Search Behavior (TPJSB) is introduced as a framework for organizing the motivational and self-regulatory predictors and mechanisms that are important in the job search process. The chapter specifically focuses on the motivation-related concepts in the TPJSB, distinguishing between global-level, contextual, and situational predictors of job search intentions and job search behavior. After
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The Encounter Between Christian and Traditional African Spiritualities in Malawi: The Search for a Contextual Lomwe Christian Spirituality. Edwin Mellen Pr, 2007.

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In search of the Via Media between Christ and Marx: A study of Bishop Ding Guangxun's contextual theology. Center for Theology and Religious Studies, Lund Univ., 2008.

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Anderson, James A. Return to Cognitive Science. Oxford University Press, 2018. http://dx.doi.org/10.1093/acprof:oso/9780199357789.003.0016.

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Is ambiguity unavoidable? It is found in vision and everywhere in language. Semantic nets for disambiguation are realized in George Miller’s WordNet, a practical project helping disambiguate search strings using contextual disambiguation. Simple association using traditional passive memory is boring compared to complex association using active memory with multiple associative links active at the same time to perform a clearly defined task. A “mixer” is used to recognize items from a list, and generalization of the mixer is used for disambiguation. The chapter also discusses artificial intellig
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Rascaroli, Laura. Framing. Oxford University Press, 2017. http://dx.doi.org/10.1093/acprof:oso/9780190238247.003.0008.

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Essay films performatively display the process of thinking; hence, issues of textual and contextual framing are at the center of their practice. To frame is to detach an object from its background and, thus, to carve a gap between object and world. The chapter starts from a discussion of Irina Botea’s Picturesque (2012): an argument centered on the tourist image is predicated on a dual recourse to the frame—first intended as the literal operation of mise en cadre and then as narrative, ideological, and cultural framing. It goes on to show that the specificity of the essay film is to be sought
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Köllner, Patrick, Rudra Sil, and Ariel I. Ahram. Comparative Area Studies. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780190846374.003.0001.

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Two convictions lie at the heart of this volume. First, area studies scholarship remains indispensable for the social sciences, both as a means to expand our fount of observations and as a source of theoretical ideas. Second, this scholarship risks becoming marginalized without more efforts to demonstrate its broader relevance and utility. Comparative Area Studies (CAS) is one such effort, seeking to balance attention to regional and local contextual attributes with use of the comparative method in search of portable causal links and mechanisms. CAS engages scholarly discourse in relevant area
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Argote, Linda, and John M. Levine, eds. The Oxford Handbook of Group and Organizational Learning. Oxford University Press, 2017. http://dx.doi.org/10.1093/oxfordhb/9780190263362.001.0001.

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Although individual learning has elicited substantial theoretical and empirical attention for well over 100 years, systematic work on how groups and organizations learn from their experience, retain the knowledge they acquire, and transfer this knowledge is much more recent. Moreover, because the literatures on group and organizational learning developed relatively independently, few efforts have been made to analyze their similarities and differences. The goals of this Handbook are to provide comprehensive and up-to-date reviews of both fields by leading scholars, to identify important cross-
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Book chapters on the topic "Contextual search"

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Kiseleva, Julia, Jaap Kamps, and Charles L. A. Clarke. "Contextual Search and Exploration." In Communications in Computer and Information Science. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-41718-9_1.

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Pasi, Gabriella. "Contextual Search: Issues and Challenges." In Lecture Notes in Computer Science. Springer Berlin Heidelberg, 2011. http://dx.doi.org/10.1007/978-3-642-25364-5_3.

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Ranpara, Ripal, and C. K. Kumbharana. "Contextual Information Retrieval Search Engine Challenges." In Rising Threats in Expert Applications and Solutions. Springer Singapore, 2020. http://dx.doi.org/10.1007/978-981-15-6014-9_31.

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Urbain, Jay, and Ophir Frieder. "Exploring Contextual Models in Chemical Patent Search." In Advances in Multidisciplinary Retrieval. Springer Berlin Heidelberg, 2010. http://dx.doi.org/10.1007/978-3-642-13084-7_6.

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Lytvyn, Vasyl, Victoria Vysotska, Yevhen Burov, Oleh Veres, and Ihor Rishnyak. "The Contextual Search Method Based on Domain Thesaurus." In Advances in Intelligent Systems and Computing II. Springer International Publishing, 2017. http://dx.doi.org/10.1007/978-3-319-70581-1_22.

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Mohammed, Nazim Uddin, Trong Hai Duong, and Geun Sik Jo. "Contextual Information Search Based on Ontological User Profile." In Computational Collective Intelligence. Technologies and Applications. Springer Berlin Heidelberg, 2010. http://dx.doi.org/10.1007/978-3-642-16732-4_52.

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Gregory, Lee, and Josef Kittler. "Using Graph Search Techniques for Contextual Colour Retrieval." In Lecture Notes in Computer Science. Springer Berlin Heidelberg, 2002. http://dx.doi.org/10.1007/3-540-70659-3_19.

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Huang, Chien-Kang, Yen-Jen Oyang, and Lee-Feng Chien. "A Contextual Term Suggestion Mechanism for Interactive Web Search." In Web Intelligence: Research and Development. Springer Berlin Heidelberg, 2001. http://dx.doi.org/10.1007/3-540-45490-x_33.

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Aguiar, Fernando. "Improving Web Search by the Identification of Contextual Information." In Intelligent Exploration of the Web. Physica-Verlag HD, 2003. http://dx.doi.org/10.1007/978-3-7908-1772-0_13.

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Rimmel, Arpad, and Fabien Teytaud. "Multiple Overlapping Tiles for Contextual Monte Carlo Tree Search." In Applications of Evolutionary Computation. Springer Berlin Heidelberg, 2010. http://dx.doi.org/10.1007/978-3-642-12239-2_21.

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Conference papers on the topic "Contextual search"

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Tarasova, Valentina, and Mikhail Nikiforov. "Method for Generating Vector Image Features for Contextual Search Tasks." In 2024 International Russian Automation Conference (RusAutoCon). IEEE, 2024. http://dx.doi.org/10.1109/rusautocon61949.2024.10694528.

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Mo, Fengran, Abbas Ghaddar, Kelong Mao, et al. "CHIQ: Contextual History Enhancement for Improving Query Rewriting in Conversational Search." In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. Association for Computational Linguistics, 2024. http://dx.doi.org/10.18653/v1/2024.emnlp-main.135.

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Veerla, Jai Prakash, Partha Sai Guttikonda, Amir Hajighasemi, et al. "SpatialVisVR: An Immersive, Multiplexed Medical Image Viewer with Contextual Similar-Patient Search." In 2024 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB). IEEE, 2024. http://dx.doi.org/10.1109/cibcb58642.2024.10702163.

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Lu, Wenhao, Jingdong Wang, Xian-Sheng Hua, Shengjin Wang, and Shipeng Li. "Contextual image search." In the 19th ACM international conference. ACM Press, 2011. http://dx.doi.org/10.1145/2072298.2072365.

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Abdolmaleki, Abbas, Nuno Lau, Luis Paulo Reis, and Gerhard Neumann. "Contextual Stochastic Search." In GECCO '16: Genetic and Evolutionary Computation Conference. ACM, 2016. http://dx.doi.org/10.1145/2908961.2909012.

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Abdolmaleki, Abbas, Nuno Lau, Luis Paulo Reis, and Gerhard Neumann. "Non-parametric contextual stochastic search." In 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS). IEEE, 2016. http://dx.doi.org/10.1109/iros.2016.7759411.

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Yucel, Sakir. "Contextual Search for Software Engineering." In 2016 International Conference on Computational Science and Computational Intelligence (CSCI). IEEE, 2016. http://dx.doi.org/10.1109/csci.2016.0092.

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Chen, Jay, Brendan Linn, and Lakshminarayanan Subramanian. "SMS-based contextual web search." In the 1st ACM workshop. ACM Press, 2009. http://dx.doi.org/10.1145/1592606.1592611.

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Ahn, Jinhyun, Hyosook Jung, Heejin Kim, Dongeun Sun, and Seongbin Park. "A System for Contextual Search." In 2008 IEEE International Workshop on Semantic Computing and Applications (IWSCA). IEEE, 2008. http://dx.doi.org/10.1109/iwsca.2008.20.

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Paes Leme, Renato, and Jon Schneider. "Contextual Search via Intrinsic Volumes." In 2018 IEEE 59th Annual Symposium on Foundations of Computer Science (FOCS). IEEE, 2018. http://dx.doi.org/10.1109/focs.2018.00034.

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Reports on the topic "Contextual search"

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Lenhardt, Amanda. Evidence on the Effectiveness of Covid-19 International Travel Measures. Institute of Development Studies, 2022. http://dx.doi.org/10.19088/k4d.2022.054.

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Evidence on the effectiveness of travel measures to prevent or slow the spread of Covid-19 and guidance on how and when to apply these measures is limited and the results are mixed. Given the social and economic disruptions that these measures can have, and their potential adverse effects on preventing the spread of the disease, WHO among others have cautioned implementing measures that are not supported by robust evidence. The scope of the search for this report was broad, covering all reported international travel restrictions to contain or slow the spread of Covid-19 and without geographica
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Chiavaroli, Neville, Kate Reid, Pru Mitchell, and Jenny Trevitt. Systematic review of the literature on professional education accreditation. Australian Council for Educational Research, 2020. http://dx.doi.org/10.37517/978-1-74286-711-3.

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This report is a critical and systematic review of the literature on professional education accreditation models, associated methods, and the effectiveness and impact of each model. The review was conducted to inform a review and update of the Royal College of Veterinary Surgeons (RCVS) standards of accreditation for veterinary degrees. The purpose of the study was to rapidly appraise the evidence for the effectiveness, impact, and feasibility of different accreditation approaches, in order to inform best practices for the accreditation of professional education programs. The study focused on
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Carter, Becky. Analysing Intersecting Social Inequalities in Crisis Settings. Institute of Development Studies (IDS), 2022. http://dx.doi.org/10.19088/k4d.2022.003.

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Analysis of intersecting social inequalities is key to effective, inclusive interventions in crisis settings. Gender equality and social inclusion analytical frameworks provide key research questions and participatory methodologies which seek to understand: Who is excluded? How are they excluded? Why are they excluded? What can be done to address this and support greater inclusion? There is a focus on underlying power dynamics, drivers of marginalisation, and entry points for external support. This rapid review presents a summary of relevant analytical frameworks and good practice for analysin
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Parsons, Helen M., Hamdi I. Abdi, Victoria A. Nelson, et al. Transitions of Care From Pediatric to Adult Services for Children With Special Healthcare Needs. Agency for Healthcare Research and Quality (AHRQ), 2022. http://dx.doi.org/10.23970/ahrqepccer255.

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Objective. To understand the evidence base for care interventions, implementation strategies, and between-provider communication tools among children with special healthcare needs (CSHCN) transitioning from pediatric to adult medical care services. Data sources. We searched Ovid MEDLINE, Ovid Embase, the Cochrane Central trials (CENTRAL) registry, and CINAHL to identify studies through September 10, 2021. We conducted grey literature searches to identify additional resources relevant to contextual questions. Review methods. Using a mixed-studies review approach, we searched for intervention
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Shan, Yina, Praem Mehta, Duminda Perera, and Yurissa Yarela. Cost and Efficiency of Arsenic Removal from Groundwater: A Review. United Nations University Institute for Water, Environment and Health, 2019. http://dx.doi.org/10.53328/kmwt2129.

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Hundreds of millions of people worldwide are exposed to arsenic-contaminated drinking water, leading to significant health complications, and social and economic losses. Currently, a wide range of technologies exists to remove arsenic from water. However, despite ongoing research on such technologies, their widespread application remains limited. To bridge this gap, this review aims to compare the effectiveness and costs of various arsenic remediation technologies while considering their practical applicability. A search conducted using the Medline and Embase databases yielded 31 relevant arti
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Nguyen-Feng, Viann N., Marizen Ramirez, Kathryn L. Behrens, et al. Trauma Informed Care: A Systematic Review. Agency for Healthcare Research and Quality (AHRQ), 2025. https://doi.org/10.23970/ahrqepcsrtrauma.

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Objectives. To examine how Trauma Informed Care (TIC) and its components are defined and operationalized, and to examine the state of the evidence on effectiveness and potential harms of TIC approaches, frameworks, models, and components. Data sources. We searched Medline (Ovid)®, APA PsycInfo® (Ovid), CINAHL® (EBSCOHost), ERIC (EBSCOHost), and Scopus (Elsevier) for peer-reviewed articles published through July 19, 2024. Grey literature was also searched for Contextual Questions regarding TIC definitions and organizational and clinical components. Review methods. We used methods consistent wit
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Sim, Leslie, Zhen Wang, Paul E. Croarkin, et al. Management of Suicidal Thoughts and Behaviors in Youth: A Systematic Review. Agency for Healthcare Research and Quality, 2025. https://doi.org/10.23970/ahrqepcsr_suicidalyouth.

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Background: Suicide is a leading cause of death in young people and an escalating public health crisis. We aimed to assess the effectiveness and harms of available treatments for suicidal thoughts and behaviors in youths at heightened risk for suicide. We also aimed to examine how social determinants of health, racism, disparities, care delivery methods, and patient demographics affect outcomes. Methods: We conducted a systematic review and searched several databases including MEDLINE®, Embase®, Cochrane Central Register of Controlled Trials, Cochrane Database of Systematic Reviews, and others
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Cantor, Amy G., Rebecca M. Jungbauer, Andrea C. Skelly, et al. Respectful Maternity Care: Dissemination and Implementation of Perinatal Safety Culture To Improve Equitable Maternal Healthcare Delivery and Outcomes. Agency for Healthcare Research and Quality (AHRQ), 2024. http://dx.doi.org/10.23970/ahrqepccer269.

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Objective. To summarize current research defining and measuring respectful maternity care (RMC) and evaluate the effectiveness of RMC and implementation strategies to improve health outcomes, particularly for populations at risk for health disparities. Data sources. Ovid MEDLINE®, Embase®, and Cochrane CENTRAL from inception to November 2022 and SocINDEX to July 2023; manual review of reference lists and responses to a Federal Register Notice. Review methods. Dual review of eligible abstracts and full-text articles using predefined criteria. Data abstraction and quality assessment dual reviewe
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Tipton, Kelley, Brian F. Leas, Emilia Flores, et al. Impact of Healthcare Algorithms on Racial and Ethnic Disparities in Health and Healthcare. Agency for Healthcare Research and Quality (AHRQ), 2023. http://dx.doi.org/10.23970/ahrqepccer268.

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Objectives. To examine the evidence on whether and how healthcare algorithms (including algorithm-informed decision tools) exacerbate, perpetuate, or reduce racial and ethnic disparities in access to healthcare, quality of care, and health outcomes, and examine strategies that mitigate racial and ethnic bias in the development and use of algorithms. Data sources. We searched published and grey literature for relevant studies published between January 2011 and February 2023. Based on expert guidance, we determined that earlier articles are unlikely to reflect current algorithms. We also hand-se
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Jenkins, J. Lee, Enid Chung Roemer, Edbert B. Hsu, et al. Mental Health and Occupational Stress in the Emergency Medical Services and 911 Workforces. Agency for Healthcare Research and Quality (AHRQ), 2025. https://doi.org/10.23970/ahrqepcsr911.

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Objectives. This Systematic Review addresses the mental health of the Emergency Medical Services (EMS) and 911 telecommunicator workforces. We addressed Key Questions (KQs) related to the: (1) incidence, prevalence, and severity of mental health and occupational stress issues; (2) benefits and harms of interventions to promote resistance and resilience regarding these issues; (3) contextual and implementation factors for practices to address these issues; and (4) future research needs. Data sources. We searched Medline®, Embase®, Cochrane CENTRAL, PsycINFO®, CINAHL®, journals not indexed in Me
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