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Relevant bibliographies by topics / Social community extraction

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Academic literature on the topic 'Social community extraction'

Author: Grafiati

Published: 4 June 2025

Last updated: 1 August 2025

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Journal articles on the topic "Social community extraction"

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Zhao, Y., E. Levina, and J. Zhu. "Community extraction for social networks." Proceedings of the National Academy of Sciences 108, no. 18 (2011): 7321–26. http://dx.doi.org/10.1073/pnas.1006642108.

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Romano, William, Omar Sharif, Madhusudan Basak, Joseph Gatto, and Sarah Masud Preum. "Theme-Driven Keyphrase Extraction to Analyze Social Media Discourse." Proceedings of the International AAAI Conference on Web and Social Media 18 (May 28, 2024): 1315–27. http://dx.doi.org/10.1609/icwsm.v18i1.31391.

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Social media platforms are vital resources for sharing self-reported health experiences, offering rich data on various health topics. Despite advancements in Natural Language Processing (NLP) enabling large-scale social media data analysis, a gap remains in applying keyphrase extraction to health-related content. Keyphrase extraction is used to identify salient concepts in social media discourse without being constrained by predefined entity classes. This paper introduces a theme-driven keyphrase extraction framework tailored for social media, a pioneering approach designed to capture clinical

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Abdelsadek, Youcef, Kamel Chelghoum, Francine Herrmann, Imed Kacem, and Benoît Otjacques. "Community extraction and visualization in social networks applied to Twitter." Information Sciences 424 (January 2018): 204–23. http://dx.doi.org/10.1016/j.ins.2017.09.022.

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Boné, João, Mariana Dias, João C. Ferreira, and Ricardo Ribeiro. "DisKnow: A Social-Driven Disaster Support Knowledge Extraction System." Applied Sciences 10, no. 17 (2020): 6083. http://dx.doi.org/10.3390/app10176083.

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This research is aimed at creating and presenting DisKnow, a data extraction system with the capability of filtering and abstracting tweets, to improve community resilience and decision-making in disaster scenarios. Nowadays most people act as human sensors, exposing detailed information regarding occurring disasters, in social media. Through a pipeline of natural language processing (NLP) tools for text processing, convolutional neural networks (CNNs) for classifying and extracting disasters, and knowledge graphs (KG) for presenting connected insights, it is possible to generate real-time vis

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Makris, Christos, and Georgios Pispirigos. "Stacked Community Prediction: A Distributed Stacking-Based Community Extraction Methodology for Large Scale Social Networks." Big Data and Cognitive Computing 5, no. 1 (2021): 14. http://dx.doi.org/10.3390/bdcc5010014.

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Nowadays, due to the extensive use of information networks in a broad range of fields, e.g., bio-informatics, sociology, digital marketing, computer science, etc., graph theory applications have attracted significant scientific interest. Due to its apparent abstraction, community detection has become one of the most thoroughly studied graph partitioning problems. However, the existing algorithms principally propose iterative solutions of high polynomial order that repetitively require exhaustive analysis. These methods can undoubtedly be considered resource-wise overdemanding, unscalable, and

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Ren, Yue. "Injection versus Extraction." Athanor 37 (December 3, 2019): 37–52. http://dx.doi.org/10.33009/fsu_athanor116678.

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Socially Engaged Art (SEA) is a conventional yet emerging phenomenon at the broadest level. On one hand, art practices stimulated by and generated from social issues have taken a vital role along the development of modern and contemporary art, as we can now hardly indicate a single artwork that stands by its pure aesthetics; such situation only intensifies in the era of globalization, urbanization and information-explosion. On the other hand, while clusters of art practices appropriating and rebinding the social reality, a much longer list of analogous terminologies including public art, commu

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Graham, Felicia Christine. "Social Impacts of Resource Extraction: A Comparative Examination of Andean Latin America and Implications for Rising Colombia." Perspectives on Global Development and Technology 13, no. 1-2 (2014): 209–23. http://dx.doi.org/10.1163/15691497-12341297.

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AbstractResource extractive conflicts are typically attributed to environmental or economic concerns. In this article I argue, however, that conflicts in Andean Latin America are also shown to incorporate social concerns born from structural shifts inherent in resource extraction that alter land use, labor, and community relations. I also seek to bring to the fore the actual social impacts of resource extraction to argue that these factors play a larger role in shaping individual, community, and even political consciousness. An examination of this sort allows for a more comprehensive understan

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Mehmet, Mehmet (Michael) Ibrahim, and Peter Simmons. "Operationalizing social media in upstream social marketing." Journal of Social Marketing 9, no. 3 (2019): 288–308. http://dx.doi.org/10.1108/jsocm-08-2018-0074.

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Purpose The purpose of this paper is to demonstrate how upstream social marketing may benefit from social media citizensourcing and improve understanding of community preferences and attitudes to policy. Using the case of shark management in New South Wales, Australia, this paper aims to understand community attitudes toward shark management policy-making and policymakers. Design/methodology/approach In February 2017, more than 11,200 comments were sourced from Facebook and Twitter using Netvizz, a data extraction tool. To analyze these comments, the study used an abductive framework using soc

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Kripe, Zane. "Making Community Work: Constructing Singapore’s Start-Up Community." Asiascape: Digital Asia 6, no. 3 (2019): 161–84. http://dx.doi.org/10.1163/22142312-12340110.

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Abstract Based on an ethnographic study of technology entrepreneurs in Singapore between 2011 and 2015, this article explores ‘community’ as an emic concept for those involved in the production of web technologies. One major area in which the concept was used was in the organization of social relationships amongst those who saw themselves as occupied with technology start-ups. However, successful applications were not free of contradictions and required significant investment. This article then takes issue with the often-implicit understanding in academic as well as popular discussions of (dig

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Lust, Ellen, and Lise Rakner. "The Other Side of Taxation: Extraction and Social Institutions in the Developing World." Annual Review of Political Science 21, no. 1 (2018): 277–94. http://dx.doi.org/10.1146/annurev-polisci-042716-102149.

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The fiscal sociology literature views the state at the heart of development, but in most developing countries, formal taxation is limited. Instead, local residents make substantial contributions outside the state to the provision of public goods. That is, they engage in what we call social extraction rather than state taxation. This article conceptualizes social extraction and the social institutions that drive extraction. Furthermore, it considers variations in the content of social institutions, and it proposes research agendas that allow us to understand how social institutions impact resou

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Dissertations / Theses on the topic "Social community extraction"

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Kim, Sungmin. "Community Detection in Directed Networks and its Application to Analysis of Social Networks." The Ohio State University, 2014. http://rave.ohiolink.edu/etdc/view?acc_num=osu1397571499.

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Münch, Felix Victor. "Measuring the networked public: Exploring network science methods for large scale online media studies." Thesis, Queensland University of Technology, 2019. https://eprints.qut.edu.au/125543/1/Felix%20M%C3%BCnch%20Thesis.pdf.

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This thesis explores network science methods and media and communication theory to investigate structures and dynamics of national and global publics. It does so in two studies: one regarding the sharing of hashtags and links on Twitter around acute events, such as the Sydney Siege; the other about communities, publics, and possible echo chambers in the Australian Twitter follower network. It leads to new evidence about structures and dynamics within communities and the public sphere on Twitter, revealing the epistemological implications of network analysis algorithms and outlining a methodolo

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Gustafsson, Maria-Therese. "Beyond Conflict and Conciliation : The Implications of different forms of Corporate-Community Relations in the Peruvian Mining Industry." Doctoral thesis, Stockholms universitet, Statsvetenskapliga institutionen, 2015. http://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-114590.

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In Peru, the rapid expansion of extractive activities has led to increased mobilization by peasant communities. In remote rural areas, the mediating efforts of the state between communities and corporations are often weak, and corporations have played an important role in dealing with communities’ demands and protests through different strategies. These processes are illustrative of a broader trend in which private corporations engage in governance processes by assuming state-like functions in relation to citizens. This study investigates how communities’ mobilization and scope of influence is

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Faria, Marcio Carapeto Silveira. "Proposta de diretrizes para gestão do relacionamento com comunidades: análise do caso em empresa extrativista brasileira." Universidade Federal Fluminense, 2017. https://app.uff.br/riuff/handle/1/5431.

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Submitted by Joana Azevedo (joanad@id.uff.br) on 2017-11-18T13:30:48Z No. of bitstreams: 1 Dissert Marcio Carapeto.pdf: 4480984 bytes, checksum: e3f0fb0f00ff4670fb57164024fcccd6 (MD5)<br>Approved for entry into archive by Biblioteca da Escola de Engenharia (bee@ndc.uff.br) on 2018-01-08T13:27:55Z (GMT) No. of bitstreams: 1 Dissert Marcio Carapeto.pdf: 4480984 bytes, checksum: e3f0fb0f00ff4670fb57164024fcccd6 (MD5)<br>Made available in DSpace on 2018-01-08T13:27:55Z (GMT). No. of bitstreams: 1 Dissert Marcio Carapeto.pdf: 4480984 bytes, checksum: e3f0fb0f00ff4670fb57164024fcccd6 (MD5) Previou

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de, Oliveira Gustavo. "Explaining mining company and community relations in Paracatu, Brazil: Situational context and company practice." Thesis, 2010. http://hdl.handle.net/10214/2435.

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Mineral projects in the global South have been subjected to increasing opposition, especially from adjacent communities, ultimately forcing some firms to abandon government-permitted and financially viable projects. Consequently, the mining literature has become saturated with prescriptions for firms seeking to engage with impacted communities. This literature is limited in that: it has primarily focused on conflict-ridden situations; the role of context has been largely ignored; and there has been little validation of what works and why. This thesis responds to these limitations through an as

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Herman, Tamara. "Extracting consent or engineering support?: an institutional ethnography of mining, "community support" and land acquisition in Cerro de San Pedro, Mexico." Thesis, 2010. http://hdl.handle.net/1828/3161.

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This thesis explicates the translocal ruling relations embedded in the process that a Canadian corporation used to acquire collectively held land for a mine in Mexico. Using Institutional Ethnography, I begin from a disjuncture between the corporation’s statements that the mine holds “local support” and the contesting claims of an opposition movement. I contextualize this disjuncture by referring to the institutional discourse of “corporate social responsibility” in mining. I make visible the hierarchy of texts activated by the corporation to acquire land and produce the claim of “local sup

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Wushe, Tawaziwa. "Corporate community engagement (CCE) in Zimbabwe's mining industry from the Stakeholder Theory perspective." Thesis, 2014. http://hdl.handle.net/10500/14154.

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Questionnaires translated into Shona<br>Mineral extraction is one of the key drivers of Africa’s economies and is also one of the largest industries in the world. In many African countries, including Zimbabwe, mining contributes to profound parts of the economy and remain the engine for economic growth. In recent years, and following the continual exploitation of minerals, mining companies have been scrutinized as a major cause of social, environmental, and economic problems faced mainly by communities at the margins. In this regard, mining companies are widely perceived to be prospering

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Patkar, Vivek, and Smita Chandra. "e-Research and the Ubiquitious Open Grid Digital Libraries of the Future." 2006. http://hdl.handle.net/10150/105624.

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Libraries have traditionally facilitated each of the following elements of research: production of new knowledge, its preservation and its organization to make it accessible for use over the generations. In modern times, the library is constantly required to meet the challenges of information explosion. Assimilating resources and restructuring practices to process the large data volumes both in the print and digital form held across the globe, therefore, becomes very important. A recourse by the libraries to application of successive forms of what can be called as Digital Library Technologies

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Books on the topic "Social community extraction"

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Belshaw, John Douglas. Colonization and community: The Vancouver Island coalfield and the making of the British Columbian working class. McGill-Queen's University Press, 2002.

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Landes, David P. An investigation into some of the clinical, social and economic factors related to the demand for dental extractions under general anaesthetic in Leicestershire carried out by the Community Dental Service. University of Birmingham, 1994.

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Hancock, Kathleen J., and Juliann Emmons Allison, eds. The Oxford Handbook of Energy Politics. Oxford University Press, 2018. http://dx.doi.org/10.1093/oxfordhb/9780190861360.001.0001.

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In many ways, everything we once knew about energy resources and technologies has been impacted by: the longstanding scientific consensus on climate change and related support for renewable energy; the affordability of extraction of unconventional fuels; increasing demand for energy resources by middle- and low-income nations; new regional and global stakeholders; fossil fuel discoveries and emerging renewable technologies; awareness of (trans)local politics; and rising interest in corporate social responsibility (CSR) and the need for energy justice. Research on these and related topics now a

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Slack, Keith. Capturing Economic and Social Benefits at the Community Level. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780198817369.003.0031.

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Civil society organizations have played various roles in promoting the capture of benefits from and protection against the negative impacts of extractive industries. Payment disclosure is one potentially powerful tool for such organizations to promote greater local benefit capture. Practitioners and academics have noted, however, that transparency alone does not equate to accountability. This is true in the extractive sectors, where political dynamics pose serious obstacles. The cases of Ghana and Peru provide examples of these dynamics. Strategies for overcoming them include strengthening the

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Arce, Moisés, Michael S. Hendricks, and Marc S. Polizzi. The Roots of Engagement. Oxford University PressNew York, 2022. http://dx.doi.org/10.1093/oso/9780197639672.001.0001.

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Abstract Studies of resource conflicts emphasize the structural characteristics of mining projects and the strategies of pro- and anti-mining groups in the context of large-scale mining. In this book, we take a different approach that looks at individuals living near proposed mines. We argue and show that individuals are drawn to their communities in different ways. Some of them participate in local organizations more than others, and this social engagement sets them apart from each other when it comes to their views and later demands about mining. By participating in local organizations, indi

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Belshaw, John Douglas. Colonization and Community: The Vancouver Island Coalfield and the Making of the British Columbian Working Class (Mcgill-Queen's Studies in Ethnic History. Series Two, 15). McGill-Queen's University Press, 2004.

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Addison, Tony, and Alan Roe, eds. Extractive Industries. Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780198817369.001.0001.

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This book is about the challenges and opportunities facing developing countries in using their extractive industries (oil and gas and mining) to achieve inclusive and sustainable development. While resource wealth can yield prosperity, it can also cause acute social inequality, deep poverty, environmental damage, and political instability. There is a new determination to improve the benefits of extractive industries to their host countries, and to strengthen the sector’s governance. The book provides a comprehensive contribution to a debate on what must be done for the extractive industries to

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Otto, James M. How Do We Legislate for Improved Community Development? Oxford University Press, 2018. http://dx.doi.org/10.1093/oso/9780198817369.003.0032.

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An extractive mining minerals project has a finite lifespan—the project ceases once the minerals have been depleted. Governments have choices in what they want to achieve during a project’s life and have a variety of regulatory and other tools by which to achieve their objectives. Historically, the primary objective is to obtain fiscal revenues from an extractive project and to use larger projects as a means to build infrastructure to benefit society. More recently, governments are looking to achieve benefits for local communities not only in the near term while operations are ongoing, but als

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Price, Derrick. Coal Cultures: Picturing Mining Landscapes and Communities. Taylor & Francis Group, 2020.

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Price, Derrick. Coal Cultures. Taylor & Francis Group, 2021.

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Book chapters on the topic "Social community extraction"

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Hamasaki, Masahiro, Yutaka Matsuo, Keisuke Ishida, Yoshiyuki Nakamura, Takuichi Nishimura, and Hideaki Takeda. "Community Focused Social Network Extraction." In The Semantic Web – ASWC 2006. Springer Berlin Heidelberg, 2006. http://dx.doi.org/10.1007/11836025_16.

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Nanba, Hidetsugu, Ryuta Saito, Aya Ishino, and Toshiyuki Takezawa. "Automatic Extraction of Event Information from Newspaper Articles and Web Pages." In Digital Libraries: Social Media and Community Networks. Springer International Publishing, 2013. http://dx.doi.org/10.1007/978-3-319-03599-4_21.

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Wu, Zhiang, Haicheng Tao, Youquan Wang, Changjian Fang, and Jie Cao. "A Cloud System for Community Extraction from Super-Large Scale Social Networks." In Lecture Notes in Computer Science. Springer Berlin Heidelberg, 2013. http://dx.doi.org/10.1007/978-3-642-41154-0_38.

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Ndong, Joseph, and Ibrahima Gueye. "A New Decision Technique For Sub-community And Multi-Level Knowledge Extraction In Social Networks." In Studies in Computational Intelligence. Springer International Publishing, 2016. http://dx.doi.org/10.1007/978-3-319-50901-3_21.

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Arqué, Néstor Martínez, and David F. Nettleton. "Analysis of On-Line Social Networks Represented as Graphs – Extraction of an Approximation of Community Structure Using Sampling." In Modeling Decisions for Artificial Intelligence. Springer Berlin Heidelberg, 2012. http://dx.doi.org/10.1007/978-3-642-34620-0_15.

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Demajorovic, Jacques, and Viviane Pisano. "Rethinking the social license to operate and community participation." In Routledge Handbook of the Extractive Industries and Sustainable Development. Routledge, 2022. http://dx.doi.org/10.4324/9781003001317-24.

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Zhang, Daqing, Bin Guo, Bin Li, and Zhiwen Yu. "Extracting Social and Community Intelligence from Digital Footprints: An Emerging Research Area." In Ubiquitous Intelligence and Computing. Springer Berlin Heidelberg, 2010. http://dx.doi.org/10.1007/978-3-642-16355-5_4.

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Zhang, Xianchao, Liang Wang, Yueting Li, and Wenxin Liang. "Global Community Extraction in Social Network Analysis." In Social Media Mining and Social Network Analysis. IGI Global, 2013. http://dx.doi.org/10.4018/978-1-4666-2806-9.ch010.

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Great efforts have been made in retrieving the structure of social networks, in which one of the most relevant features is community extraction. A community in social networks presents a group of people focusing on a common topic or interest. Extracting all communities in the whole network, one can easily classify and analyze a specified group of people, which yields amazing results. Global community extraction is due to this demand. In global community extraction (also global clustering), each person of the input network is assigned to a community in the output of the method. This chapter foc

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Zhang, Xianchao, Liang Wang, Yueting Li, and Wenxin Liang. "Local Community Extraction in Social Network Analysis." In Social Media Mining and Social Network Analysis. IGI Global, 2013. http://dx.doi.org/10.4018/978-1-4666-2806-9.ch011.

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To identify global community structures in networks is a great challenge that requires complete information of graphs, which is infeasible for some large networks, e.g. large social networks. Recently, local algorithms have been proposed to extract communities for social networks in nearly linear time, which only require a small part of the graphs. In local community extraction, the community extracting assignments are only done for a certain subset of vertices, i.e., identifying one community at a time. Typically, local community detecting techniques randomly start from a vertex and gradually

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Jaskoski, Maiah. "Participatory Institutions and Extractive Conflict." In The Politics of Extraction. Oxford University PressNew York, 2022. http://dx.doi.org/10.1093/oso/9780197568927.003.0001.

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Abstract This chapter introduces varied ways that communities in hydrocarbon and mining zones have utilized participatory institutions in extractive conflict, and summarizes how the book draws on and contributes to the literatures on social conflict in extractive industries, theories of institutional change, and participatory institutions that incorporate civil society into local policymaking. The chapter also reviews the logic employed in the selection of thirty extractive conflicts in Bolivia, Colombia, and Peru for the study, and introduces the book’s causal framework for understanding vari

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Conference papers on the topic "Social community extraction"

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Chang, Huajian, and Hong Shen. "A Modified Community-Level Diffusion Extraction in Social Network." In 2019 20th International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT). IEEE, 2019. http://dx.doi.org/10.1109/pdcat46702.2019.00101.

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Yamaguchi, Takehiro, and Ayahiko Niimi. "Extraction of community transition rules from social bookmark data as graph sequence." In 2011 IEEE International Conference on Systems, Man and Cybernetics - SMC. IEEE, 2011. http://dx.doi.org/10.1109/icsmc.2011.6084223.

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Ren, Yanzhi, Jie Yang, Mooi Choo Chuah, and Yingying Chen. "Mobile Phone Enabled Social Community Extraction for Controlling of Disease Propagation in Healthcare." In 2011 IEEE 8th International Conference on Mobile Ad-Hoc and Sensor Systems. IEEE, 2011. http://dx.doi.org/10.1109/mass.2011.68.

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Binesh, Neda, and Mansoor Rezghi. "A new similarity measure for extraction information from social networks and improve the community detection and recommendation results." In 2014 6th Conference on Information and Knowledge Technology (IKT). IEEE, 2014. http://dx.doi.org/10.1109/ikt.2014.7030349.

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"A Community-Based Mobile Application to Reduce Waste from Un-used Bikes Using Social Media." In 9th International Conference on Artificial Intelligence. Academy and Industry Research Collaboration Center (AIRCC), 2023. http://dx.doi.org/10.5121/csit.2023.130707.

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Around 15 million bikes are discarded annually, which poses an environmental risk [1]. The rubber from bike tires takes a long time to decompose, and toxic chemicals are released into the soil during this process [2]. Additionally, the popularity of e-bikes is increasing, and the lithium batteries they use harm the environment during extraction. To address this problem, a bike donation app is proposed, which reduces the number of bikes produced, minimizes waste, and benefits those in need [3]. By operating online, the cost of running the operation is minimal, and the project can reach and help

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Kumar, Devendra, and Faiyaz Ahamad. "A REVIEW ON CHALLENGES IN RECENT OPINION EXTRACTION TECHNIQUES." In Computing for Sustainable Innovation: Shaping Tomorrow’s World. Innovative Research Publication, 2024. http://dx.doi.org/10.55524/csistw.2024.12.1.3.

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With the introduction of Web 2.0, people are now encouraged to share information about events in their community as well as to voice their opinions and beliefs. People utilize social media, blogs, review sites, news sites, user feedback portals, and other platforms to express themselves regarding events, locations, decisions made by leaders, policies, and other topics. Opinion extraction is a method that automatically extracts and analyzes people's sentiments from their thoughts. Manufacturers may find this collected data helpful in analyzing their products. Sentiment analysis, also referred t

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Melo, Beatrice, Thiago Beresford, and Ana Cristina Broega. "Fashion Design and Production through the Social Economy Lens: Contributions and Challenges for a Holistic Approach." In 20th AUTEX World Textile Conference - Unfolding the future. Trans Tech Publications Ltd, 2022. http://dx.doi.org/10.4028/p-29ub74.

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The growing environmental crisis and the proliferation of social inequality, with affective ties to the movements of predatory neoliberal globalization, desperately claim for the constitution of a truly sustainable future. To this end, it is essential to implement ethical, empathic, and cooperative behaviors and the reorientation of the market to consider the coexistence of human beings with nature in harmony. In this context, the global fashion system, characterized by mass production, low cost, and promoting excessive disposable consumption, devalues the natural diversity of the biosphere -

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Oruwari, Humphrey Otombosoba. "Corporate Social responsibility: A Paneacea for sustainable Development in Niger Delta Region of Nigeria." In SPE Nigeria Annual International Conference and Exhibition. SPE, 2022. http://dx.doi.org/10.2118/211934-ms.

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Abstract The objective of this study is to investigate the extent to which corporate social responsibility programme of oil and gas companies contribute to the social economic development in Niger Delta region that host oil and gas operations. Several stakeholders, namely Government leaders, community leaders and other members of oil and gas operating communities in Niger Delta are clamouring for a bigger share of revenue deriving from oil and gas operations in their areas in an effort to achieve a level of socio-economic development that is commensurate with the level of petroleum extraction

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Bueno, Arthur, Carla Bezerra, Hudson S. Borges, Bruno B. P. Cafeo, Maria Istela Cagnin, and Awdren Fontão. "Evolutionary Analysis of the Co-occurrence between Code Smells and Community Smells in Code Samples." In Simpósio Brasileiro de Sistemas de Informação. Sociedade Brasileira de Computação, 2025. https://doi.org/10.5753/sbsi.2025.246612.

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Context: Code samples are widely used to demonstrate best practices and facilitate framework adoption, promoting productivity and innovation. In open-source projects, their evolution often involves diverse contributions, introducing technical complexity and challenges in community collaboration. This scenario can leads to the co-occurrence of Code Smells and Community Smells, impacting software quality, collaboration, and the sustainability of developer communities. Problem: The simultaneous evolution of Code Smells and Community Smells degrades code quality, reduces developer cohesion, and lo

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Mateus, Rainara Araújo, Carlos H. G. Ferreira, and Ana Paula Couto da Silva. "Explorando os Limites da Reprodutibilidade na Tarefa de Detecção de Comunidades em Modelos de Redes." In Simpósio Brasileiro de Sistemas de Informação. Sociedade Brasileira de Computação, 2025. https://doi.org/10.5753/sbsi.2025.246558.

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Context: Network model-based studies are applied across various fields, including social media. Problem: Data availability and reproducibility are challenging due to restrictive data policies and the significant computational resources required to process large and complex networks. In this context, sampling techniques offer a viable alternative by selecting representative sub-networks that preserve the essential structural properties of the original network. Despite their potential, there is a dearth of studies investigating how sampling methods can generate networks at different scales and q

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Reports on the topic "Social community extraction"

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Cheeseman, Kathryn. Costal Poverty and Vulnerability Dynamics. Institute of Development Studies, 2025. https://doi.org/10.19088/k4dd.2025.048.

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Coastal areas are typically densely populated, with high levels of social and economic activity, and distinct environmental challenges arising from climate change impacts, land degradation, and environmental pollution. Poor and remote coastal communities are particularly vulnerable to environmental change and variability due to livelihood dependencies on natural resources, which are easily disrupted or subject to losses from hydrometeorological hazards, and vulnerable to the impacts of marine pollution. Given the strong contextualisation of poverty and vulnerability dynamics, this rapid eviden

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Fenton, Sam, Joanne Porter, Megan Simic, and Daria Soldatenko. Strategic planning report for the tourism innovation working group: Heyfield & District, 2024. Federation University, 2024. http://dx.doi.org/10.35843/sprtiwh24.

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Tourism is one of six innovation themes identified in the Heyfield and District Context Analysis1, which states the following regarding the opportunity to develop tourism in the area (p. 3): Heyfield’s location, nearby places of scenic beauty, Lake Glenmaggie, forested areas including tracks and trails, can support and add value to tourism ideas. Heyfield is known locally as a Gateway to the Southern Alps. The aim of the Heyfield and District Context Analysis was to “to investigate opportunities that will lead to long-term economic and social benefits, new jobs in sustainable industries, and t

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