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ExperTime: tracking expertise over time

Published: 03 July 2014 Publication History

Abstract

This paper presents ExperTime, a web-based system for tracking expertise over time. We visualize a person's expertise profile on a timeline, where we detect and characterize changes in the focus or topics of expertise. It is possible to zoom in on a given time period in order to examine the underlying data that is used as supporting evidence. It is also possible to perform visual and quantitative comparison of two arbitrarily selected time periods in a highly interactive environment. We invite profile owners to evaluate and fine-tune their profiles, and to leave feedback.

References

[1]
K. Balog, Y. Fang, M. de Rijke, P. Serdyukov, and L. Si. Expertise retrieval. Found. Trends Inf. Retr., 6(2--3):127--256, 2012.
[2]
H. Deng, I. King, and M. R. Lyu. Formal models for expert finding on dblp bibliography data. In Proceedings of ICDM'08, 2008.
[3]
J. Rybak, K. Balog, and K. Nørvåg. Temporal expertise profiling. In Proceedings of ECIR'14, 2014.
[4]
E. Smirnova and K. Balog. A user-oriented model for expert finding. In Proceedings of ECIR'11, 2011.
[5]
Y. Sun, T. Wu, Z. Yin, H. Cheng, J. Han, X. Yin, and P. Zhao. BibNetMiner: Mining bibliographic information networks. In Proceedings of SIGMOD'08, 2008.
[6]
J. Tang, J. Zhang, L. Yao, J. Li, L. Zhang, and Z. Su. ArnetMiner: Extraction and mining of academic social networks. In Proceedings of SIGKDD'08, 2008.

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    cover image ACM Conferences
    SIGIR '14: Proceedings of the 37th international ACM SIGIR conference on Research & development in information retrieval
    July 2014
    1330 pages
    ISBN:9781450322577
    DOI:10.1145/2600428
    Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 03 July 2014

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    Author Tags

    1. expert profiling
    2. expertise retrieval
    3. temporal expertise profiling

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    SIGIR '14 Paper Acceptance Rate 82 of 387 submissions, 21%;
    Overall Acceptance Rate 792 of 3,983 submissions, 20%

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    • (2020)Entity Profiling in Knowledge GraphsIEEE Access10.1109/ACCESS.2020.29715678(27257-27266)Online publication date: 2020
    • (2018)Utilizing Entities for an Enhanced Search ExperienceEntity-Oriented Search10.1007/978-3-319-93935-3_9(299-336)Online publication date: 3-Oct-2018
    • (2017)Rhea: Adaptively sampling authoritative content from social activity streams2017 IEEE International Conference on Big Data (Big Data)10.1109/BigData.2017.8257984(686-695)Online publication date: Dec-2017
    • (2016)Measuring the match between evaluators and evaluees: cognitive distances between panel members and research groups at the journal levelScientometrics10.1007/s11192-016-2132-x109:3(1639-1663)Online publication date: 1-Dec-2016

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