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Expertise retrieval

by Krisztian Balog, Phill Jenkins, Dave Pawson, William Loughborough, Phill Jenkins, Dave Pawson, William Loughborough - Foundations and Trends in Information Retrieval , 2012
"... In this talk • Putting these all into practice • Two main tasks: finding and profiling entities • Several applications (case studies) This talk is about semantic search, shallow semantic search: we combined IR, IE, SSD to search for entities, to profile entities, to determine stakeholders, relations ..."
Abstract - Cited by 10 (2 self) - Add to MetaCart
, relations between them... Two main tasks • Entity finding • Retrieving entities in a particular context • Which computer scientists in the Netherlands work on topic X? • Entity profiling • Retrieving a context for a given entity • “Context ” is domain dependent

Future Challenges
in Expertise Retrieval
Preface

by Krisztian Balog, Yong Yu
"... At the TREC Enterprise Track in 2005 the need to study and understand expertise retrieval was recognized through the introduction of an Expert Finding task (as opposed to mere document retrieval). The task has generated a lot of interest in the IR community, and rapid progress has been made in terms ..."
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At the TREC Enterprise Track in 2005 the need to study and understand expertise retrieval was recognized through the introduction of an Expert Finding task (as opposed to mere document retrieval). The task has generated a lot of interest in the IR community, and rapid progress has been made

Challenges in Expertise Retrieval (fCHER)

by Krisztian Balog
"... At the TREC Enterprise Track in 2005 the need to study and understand expertise retrieval (ER) was recognized through the introduction of an Expert Finding task (as opposed to mere document retrieval). The task has generated a lot of interest in the IR community, and rapid progress has been made in ..."
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At the TREC Enterprise Track in 2005 the need to study and understand expertise retrieval (ER) was recognized through the introduction of an Expert Finding task (as opposed to mere document retrieval). The task has generated a lot of interest in the IR community, and rapid progress has been made

Broad Expertise Retrieval in Sparse Data Environments

by Krisztian Balog, Maarten de Rijke, et al. , 2007
"... Expertise retrieval has been largely unexplored on data other than the W3C collection. At the same time, many intranets of universities and other knowledge-intensive organisations offer examples of relatively small but clean multilingual expertise data, covering broad ranges of expertise areas. We f ..."
Abstract - Cited by 23 (6 self) - Add to MetaCart
Expertise retrieval has been largely unexplored on data other than the W3C collection. At the same time, many intranets of universities and other knowledge-intensive organisations offer examples of relatively small but clean multilingual expertise data, covering broad ranges of expertise areas. We

Enhancing Expertise Retrieval Using Community-aware Strategies

by Hongbo Deng, Irwin King, Michael R. Lyu
"... Expertise retrieval has received increased interests in recent years, whose task is to suggest people with relevant expertise. Motivated by the observation that communities could provide valuable insight and distinctive information, we investigate two community-aware strategies to enhance expertise ..."
Abstract - Cited by 5 (1 self) - Add to MetaCart
Expertise retrieval has received increased interests in recent years, whose task is to suggest people with relevant expertise. Motivated by the observation that communities could provide valuable insight and distinctive information, we investigate two community-aware strategies to enhance expertise

Profile-based Translation in Multilingual Expertise Retrieval

by Hossein Nasr Esfahani , Javid Dadashkarimi , Azadeh Shakery
"... Abstract. In the current multilingual environment of the web, authors contribute through a variety of languages. Therefor retrieving a number of specialists, who have publications in different languages, in response to a user-specified query is a challenging task. In this paper we try to answer the ..."
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the following questions: (1) How does eliminating the documents of the authors written in languages other than the query language affect the performance of a multilingual expertise retrieval (MLER) system? (2) Are the profiles of the multilingual experts helpful to improve the quality of the document

Enhanced models for expertise retrieval using community-aware strategies

by Hongbo Deng, Irwin King, Senior Member, Michael R. Lyu - IEEE Trans. SMC-B , 2012
"... Abstract—Expertise retrieval, whose task is to suggest people with relevant expertise on the topic of interest, has received increasing interest in recent years. One of the issues is that previous algorithms mainly consider the documents associated with the experts while ignoring the community infor ..."
Abstract - Cited by 9 (1 self) - Add to MetaCart
Abstract—Expertise retrieval, whose task is to suggest people with relevant expertise on the topic of interest, has received increasing interest in recent years. One of the issues is that previous algorithms mainly consider the documents associated with the experts while ignoring the community

Web Mining Techniques for Query Log Analysis and Expertise Retrieval

by Deng Hongbo , 2009
"... With the large increase in the amount of information available online, rich Web data can be obtained on the Internet, such as over one trillion Web pages, millions of scientific literature, and different interactions with society, like question answers, query logs. Currently, Web mining techniques h ..."
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about the query topic, which is also called expertise retrieval. The objective of this thesis is to establish automatic content analysis meth-ods and scalable graph-based models for query log analysis and expertise

Expertise Retrieval By Krisztian Balog, Yi Fang, Maarten de Rijke,

by C K. Balog, Y. Fang, M. De Rijke, P. Serdyukov, L. Si, Pavel Serdyukov, Luo Si
"... ..."
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On the Assessment of Expertise Profiles (Abstract)

by Richard Berendsen, Krisztian Balog, Antal Van Den Bosch, Toine Bogers, Maarten De Rijke
"... We summarize findings from [3]. At the TREC Enterprise Track [2], the need to study and understand expertise retrieval has been recognized through the introduction of the expert finding task. The goal of expert finding is to identify a list of people who are knowledgeable ..."
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We summarize findings from [3]. At the TREC Enterprise Track [2], the need to study and understand expertise retrieval has been recognized through the introduction of the expert finding task. The goal of expert finding is to identify a list of people who are knowledgeable
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