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Expert Finding in Legal Community Question Answering [article]

Arian Askari, Suzan Verberne, Gabriella Pasi
2022 arXiv   pre-print
Expert finding has been well-studied in community question answering (QA) systems in various domains.  ...  However, none of these studies addresses expert finding in the legal domain, where the goal is for citizens to find lawyers based on their expertise.  ...  ACKNOWLEDGMENTS This work was supported by the EU Horizon 2020 ITN/ETN on Domain Specific Systems for Information Extraction and Retrieval (H2020-EU.1.3.1., ID: 860721).  ... 
arXiv:2201.07667v3 fatcat:dch5u3qphncgtmddiy27fijgdm

Social Search: retrieving information in Online Social Platforms – A Survey [article]

Maddalena Amendola, Andrea Passarella, Raffaele Perego
2022 arXiv   pre-print
It paves the way for significant research to exploit more structured information about users' social profiles and behaviors (as they can be inferred from data available on social platforms) to optimize  ...  For each subcategory, we present the key concepts and selected representative approaches in the literature in greater detail.  ...  Question Retrieval Question Retrieval in Community Question Detection Question&Answering, Duplicate 190 27 11 Answer Selection Answer Selection in Community Question&Answering, Answer Ranking 105 29 5  ... 
arXiv:2209.14369v1 fatcat:qmxrnzdbpbdyhhx7nho7b3zzs4

Integrated Expert Recommendation Model for Online Communities [article]

Abeer El-korany
2013 arXiv   pre-print
Online communities have become vital places for Web 2.0 users to share knowledge and experiences. Recently, finding expertise user in community has become an important research issue.  ...  in corresponding areas.  ...  26] were studied in [14] to estimate the expertise of users.  ... 
arXiv:1311.3394v1 fatcat:enl7pgh7urftnbq2ylkwpfkh7i

Integrated Expert Recommendation Model for Online Communities

Abeer El-korany
2013 International journal of Web & Semantic Technology  
Online communities have become vital places for Web 2.0 users to share knowledge and experiences. Recently, finding expertise user in community has become an important research issue.  ...  in corresponding areas.  ...  26] were studied in [14] to estimate the expertise of users.  ... 
doi:10.5121/ijwest.2013.4402 fatcat:a4kdhsqka5bejca4e4jxvkjrbu

Adaptive Support for Educational Question Answering

Ivan Srba
2013 European Conference on Technology Enhanced Learning  
In these situations, Internet users have a possibility to ask their questions in popular community question answering systems (CQA) such as Yahoo! Answers or Stack Overflow.  ...  We are interested in an idea to provide similar opportunity also for users in intra-organizational context, and more specifically for students in educational environment.  ...  Domain entities analyses concern with classification and evaluation of users, questions and corresponding answers (e.g. identification of users' intent [3] or estimation of question/answer quality [  ... 
dblp:conf/ectel/Srba13 fatcat:p4bhm4chwvbmbf6rpjqg2vzkvq

Choosing the right crowd

Alessandro Bozzon, Marco Brambilla, Stefano Ceri, Matteo Silvestri, Giuliano Vesci
2013 Proceedings of the 16th International Conference on Extending Database Technology - EDBT '13  
We considers social networks both as a source of expertise information and as a route to reach expert users, and define models and methods for evaluating people's expertise by considering their profiles  ...  ., when they aim at matching contents, tasks or advertisement based on user profiles, possibly retrieved from social networks.  ...  The results are being integrated within the Crowdsearcher platform for further evaluations [6] . ACKNOWLEDGMENTS  ... 
doi:10.1145/2452376.2452451 dblp:conf/edbt/BozzonBCSV13 fatcat:uekn37mllffktppmzqazr57a6u

Probabilistic Local Expert Retrieval [chapter]

Wen Li, Carsten Eickhoff, Arjen P. de Vries
2016 Lecture Notes in Computer Science  
We assume that frequent visits result in greater familiarity with the location in question. To capture this notion, we rely on spatio-temporal information from users' online check-in profiles.  ...  This paper proposes a range of probabilistic models of local expertise based on geo-tagged social network streams.  ...  Another domain closely related to expertise retrieval is found in the context of community question answering (CQA) platforms, such as Quora (http:// www.quora.com), Stackoverflow (http://stackoverflow.com  ... 
doi:10.1007/978-3-319-30671-1_17 fatcat:3o3woyapuza65aetqvecaswrpi

On dynamicity of expert finding in community question answering

Mahmood Neshati, Zohreh Fallahnejad, Hamid Beigy
2017 Information Processing & Management  
Community Question Answering is one of the valuable information resources which provide users with a platform to share their knowledge.  ...  Moreover, we found that among all of these feature groups, user behaviors have the most influence in the estimation of future expertise probability.  ...  Community Question Answering (CQA) websites such as StackOverflow 1 provide users with a useful platform for information sharing.  ... 
doi:10.1016/j.ipm.2017.04.002 fatcat:uijfwhjuingv7lrgqd2pgueiva

A Survey on Expert Recommendation in Community Question Answering

Xianzhi Wang, Chaoran Huang, Lina Yao, Boualem Benatallah, Manqing Dong
2018 Journal of Computer Science and Technology  
Community question answering (CQA) represents the type of Web applications where people can exchange knowledge via asking and answering questions.  ...  Instead of passively waiting for users to browse and find their questions of interest, an expert recommendation method raises the attention of users to the appropriate questions actively and promptly.  ...  Websites following this philosophy allow any users to voluntarily answer any questions on their free will and most of them serve as general purpose platforms for knowledge sharing rather then domain focused  ... 
doi:10.1007/s11390-018-1845-0 fatcat:zedffohznfeqxetyodegdj2gpi

A Survey on Expert Recommendation in Community Question Answering [article]

Xianzhi Wang, Chaoran Huang, Lina Yao, Boualem Benatallah, Manqing Dong
2018 arXiv   pre-print
Community question answering (CQA) represents the type of Web applications where people can exchange knowledge via asking and answering questions.  ...  Instead of passively waiting for users to browse and find their questions of interest, an expert recommendation method raises the attention of users to the appropriate questions actively and promptly.  ...  Websites following this philosophy allow any users to voluntarily answer any questions on their free will and most of them serve as general purpose platforms for knowledge sharing rather then domain focused  ... 
arXiv:1807.05540v1 fatcat:ezque3rbwnex5gvt2u6sbjqsnu

Effective and Efficient Approaches to Retrieving and Using Expertise in Social Media

Reyyan Yeniterzi
2016 SIGIR Forum  
In addition to their professional use, people have been using these sites in their personal lives for information acquisition purposes, such as community question answering sites for their questions.  ...  This proposed system is applied to two data collections, an intra-organizational blog data and a popular community question answering site's data, for three expertise estimation related tasks: identification  ...  CQA sites without Question Tags Tags are shown to be useful in representing the information need and user expertise for expert retrieval in community question answering sites.  ... 
doi:10.1145/2888422.2888450 fatcat:qcksnx6k6rgvdnjw3ghhrdgi54

Social Answer: A System for Finding Appropriate Sites for Questions in Social Media

Harsh Dani, Fred Morstatter, Xia Hu, Zhen Yang, Huan Liu
2015 2015 IEEE International Conference on Data Mining Workshop (ICDMW)  
Different social media sites have different strength such as the StackOverflow community has specific interest in programming and software development, whereas the TripAdvisor community has specific interest  ...  Not every social media site can answer a user's question.  ...  We demonstrated an interactive system Social Answer which ranks social media sites to users' question.  ... 
doi:10.1109/icdmw.2015.253 dblp:conf/icdm/DaniMHYL15 fatcat:agignhhq4fea7dizbsgl5kxuia

An Analysis of the Structure and Dynamics of Large-Scale Q/A Communities [chapter]

Daniel Schall, Florian Skopik
2011 Lecture Notes in Computer Science  
Here we propose expertise mining techniques that are applied in online social communities.  ...  Knowledge-intensive social networks such as Q/A communities offer a great source of expertise for crowdsourcing applications.  ...  We thank Eugene Agichtein for providing us access to the Yahoo! Answers dataset. This work is supported by the European Union through the FP7-216256 project COIN.  ... 
doi:10.1007/978-3-642-23737-9_21 fatcat:5ra65pmsbbftplq2nej5jdnxoi

Utilizing Non-QA Data to Improve Questions Routing for Users with Low QA Activity in CQA

Ivan Srba, Marek Grznar, Maria Bielikova
2015 Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015 - ASONAM '15  
One option for scaffolding collaboration in CQA systems is a recommendation of new questions to users who are suitable candidates for providing correct answers (so called question routing).  ...  It implies that non-QA data can supplement QA data during expertise estimation in question routing and thus also improve a success rate of a questions answering process.  ...  CONCLUSION In this paper, we proposed a question routing method specifically designed to utilize non-QA data as a supplement to QA activities (asking or answering questions) in estimation of users' expertise  ... 
doi:10.1145/2808797.2809331 dblp:conf/asunam/SrbaGB15 fatcat:ymuumqjkcnbqrnpvmkxza63dpm

Research Trends of the Credibility of Information in Social QA
지식검색커뮤니티 정보의 신뢰성에 관한 연구 동향 분석

Soo-Jung Kim
2012 Journal of the Korean Society for information Management  
Answers and Naver Knowledge-iN have become a viable method for information seeking and sharing on the Web.  ...  Considering their immense popularity and growing concerns about their validity as information sources, questions about the credibility of the information provided on social Q&As are timely.  ...  Social Q&A and credibility In social Q&As (also called as collaborative question and answer communities or knowledge communities), answers are provided by a large community of users who actively engage  ... 
doi:10.3743/kosim.2012.29.2.135 fatcat:tm6bleespnevlibehhpntsnfle
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