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Aligning web collaboration tools with research data for scholars

Published: 07 April 2014 Publication History

Abstract

Resources for research are not always easy to explore, and rarely come with strong support for identifying, linking and selecting those that can be of interest to scholars. In this work we introduce a model that uses state-of-the-art semantic technologies to interlink structured research data and data from Web collaboration tools, social media and Linked Open Data. We use this model to build a platform that connects scholars, using their profiles as a starting point to explore novel and relevant content for their research. Scholars can easily adapt to evolving trends by synchronizing new social media accounts or collaboration tools and integrate then with new datasets. We evaluate our approach by a scenario of personalized exploration of research repositories where we analyze real world scholar profiles and compare them to a reference profile.

References

[1]
F. Abel, Q. Gao, G.-J. Houben, and K. Tao. Semantic enrichment of Twitter posts for user profile construction on the Social Web. In The Semanic Web: Research and Applications, volume 6644 of Lecture Notes in Computer Science, pages 375--389. Springer Berlin Heidelberg, 2011.
[2]
J. G. Breslin, S. Decker, A. Harth, and U. Bojars. SIOC: an approach to connect Web-based communities. International Journal of Web Based Communities (IJWBC), 2(2):133--142, 2006.
[3]
H. V. de Sompel, C. Lagoze, M. L. Nelson, S. Warner, R. Sanderson, and P. Johnston. Adding eScience assets to the Data Web. CoRR, abs/0906.2135, 2009.
[4]
L. De Vocht, S. Softic, M. Ebner, and H. Muhlburger. Semantically driven social data aggregation interfaces for research 2.0. In Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies, i-KNOW '11, pages 43:1--43:9, New York, NY, USA, 2011. ACM.
[5]
M. Ebner, T. Altmann, and S. Softic. @twitter analysis of #edmedia10 - is the #informationstream usable for the #mass. Form@re - Open Journal per la formazione in rete, 11(74), 2011.
[6]
D. Laniado and P. Mika. Making sense of Twitter. In P. F. Patel-Schneider, Y. Pan, P. Hitzler, P. Mika, L. Zhang, J. Z. Pan, I. Horrocks, and B. Glimm, editors, International Semantic Web Conference (1), volume 6496 of Lecture Notes in Computer Science, pages 470--485. Springer, 2010.
[7]
J. Letierce, A. Passant, J. Breslin, and S. Decker. Understanding how Twitter is used to widely spread scientific messages. In Proceedings of the WebSci10: Extending the Frontiers of Society On-Line, 2010.
[8]
S. Lohmann, P. Díaz, and I. Aedo. MUTO: the modular unified tagging ontology. In C. Ghidini, A.-C. N. Ngomo, S. N. Lindstaedt, and T. Pellegrini, editors, I-SEMANTICS, ACM International Conference Proceeding Series, pages 95--104. ACM, 2011.
[9]
A. Passant, J. G. Breslin, and S. Decker. Open, distributed and semantic microblogging with SMOB. In B. Benatallah, F. Casati, G. Kappel, and G. Rossi, editors, ICWE, volume 6189 of Lecture Notes in Computer Science, pages 494--497. Springer, 2010.
[10]
D. Powers. Evaluation: From precision, recall and F-measure to ROC., informedness, markedness & correlation. Journal of Machine Learning Technologies, 2(1):37--63, 2011.
[11]
W. Reinhardt, M. Ebner, G. Beham, and C. Costa. How people are using Twitter during conferences. In Hornung-Prahauser, V., Luckmann, M.(Hg.): 5th EduMedia conference, Salzburg, pages 145--156, 2009.
[12]
M. Rowe. Interlinking distributed social graphs. In C. Bizer, T. Heath, T. Berners-Lee, and K. Idehen, editors, Proceedings of the 6th International Workshop on Linked Data on the Web, volume 538 of CEUR Workshop Proceedings. CEUR-WS.org, 2009.
[13]
S. Softic, M. Ebner, H. Muhlburger, T. Altmann, and B. Taraghi. @twitter mining# microblogs using# semantic technologies. 6th Workshop on Semantic Web Applications and Perspectives, pages 1--9, 2010.
[14]
Y. Sure, S. Bloehdorn, P. Haase, J. Hartmann, and D. Oberle. The SWRC ontology - Semantic Web for Research Communities. Progress in Artificial Intelligence, pages 218--231, 2005.
[15]
K. Tao, F. Abel, Q. Gao, and G.-J. Houben. TUMS: Twitter-based user modeling service. In R. Garcia-Castro, D. Fensel, and G. Antoniou, editors, ESWC Workshops, volume 7117 of Lecture Notes in Computer Science, pages 269--283. Springer, 2011.
[16]
P. Thonhauser, S. Softic, and M. Ebner. Thought Bubbles: a conceptual prototype for a Twitter based recommender system for research 2.0. In Proceedings of the 12th International Conference on Knowledge Management and Knowledge Technologies, i-KNOW '12, pages 32:1--32:4, New York, NY, USA, 2012. ACM.

Cited By

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  • (2021)Automatic construction of academic profile: A case of information science domainJournal of Information Science10.1177/016555152199804849:1(207-232)Online publication date: 15-Mar-2021
  • (2017)Social Semantic SearchInternational Journal on Semantic Web & Information Systems10.4018/IJSWIS.201710010813:4(155-180)Online publication date: 1-Oct-2017
  • (2015)Visualizing Collaborations and Online Social Interactions at Scientific Conferences for Scholarly NetworkingProceedings of the 24th International Conference on World Wide Web10.1145/2740908.2742030(1053-1054)Online publication date: 18-May-2015
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cover image ACM Other conferences
WWW '14 Companion: Proceedings of the 23rd International Conference on World Wide Web
April 2014
1396 pages
ISBN:9781450327459
DOI:10.1145/2567948
Permission to make digital or hard copies of all or part 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 components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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  • IW3C2: International World Wide Web Conference Committee

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 07 April 2014

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Author Tags

  1. collaboration tools
  2. linked data
  3. research 2.0
  4. resource alignment
  5. scholar
  6. social medial
  7. web of data

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  • Research-article

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WWW '14
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  • IW3C2

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Overall Acceptance Rate 1,899 of 8,196 submissions, 23%

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Cited By

View all
  • (2021)Automatic construction of academic profile: A case of information science domainJournal of Information Science10.1177/016555152199804849:1(207-232)Online publication date: 15-Mar-2021
  • (2017)Social Semantic SearchInternational Journal on Semantic Web & Information Systems10.4018/IJSWIS.201710010813:4(155-180)Online publication date: 1-Oct-2017
  • (2015)Visualizing Collaborations and Online Social Interactions at Scientific Conferences for Scholarly NetworkingProceedings of the 24th International Conference on World Wide Web10.1145/2740908.2742030(1053-1054)Online publication date: 18-May-2015
  • (2014)Retrieving and ranking scientific publications from linked open data repositoriesProceedings of the 14th International Conference on Knowledge Technologies and Data-driven Business10.1145/2637748.2638436(1-4)Online publication date: 16-Sep-2014

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