Expertise recommender system for scientific community

Journal of Universal Computer Science

Volumn 17, Issue 11, 2011, Pages 1529-1549

  Afzal, Muhammad Tanvir ^a   Maurer, Hermann ^b  

^a CAPITAL UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Pakistan)

^b GRAZ UNIVERSITY OF TECHNOLOGY   (Austria)

Author keywords

Digital journals; Expertise finding; Hyperbolic visualization; Multi faceted expert profile; Spiral visualization

Indexed keywords

EID: 80052923290     PISSN: 0958695X     EISSN: 09486968     Source Type: Journal    
DOI: None     Document Type: Article

References (35)

1. [Afzal et al., 2007] Afzal, M. T., Kulathuramaiyer, N., and Maurer, H.: Creating Links into the Future, published in Journal of Universal Computer Science, vol. 13 issue. 9, 2007.
2. [Afzal et al., 2008] Afzal, M. T., Kulathuramaiyer, N., Maurer, H. (2008). Expertise Finding for an Electronic Journal, In: Proceedings of International Conference on Knowledge Management and Knowledge Technologies, pp. 436-440, Graz, Austria, 3-5, Sep. 2008.
3. [Afzal et al., 2010] Afzal, M. T., Balke, W. T., Kulathuramaiyer, N., Maurer, H.: Rule based Autonomous Citation Mining with TIERL, Journal of Digital Information Management, 8 (3), 196-204. June, 2010.
4. [Balog et al., 2006] Balog, K., Azzopardi, L., de Rijke, M.: Formal Models for Expert Finding in Enterprise Corpora. Special Interest Group on Information Retrieval, Seattle, pp. 43-50. Washington, 6-11. Aug, 2006.
5. [Garfield, 1972] Garfield E.: Citation analysis as a tool in journal evaluation: Journals can be ranked by frequency and impact of citations for science policy studies. Science, 178, 471-479. 1972.
6. [Cameron et al., 2007] Cameron, D., Aleman-Meza, B. Decker, S. L., Arpinar, I. B.: SEMEF: A Taxonomy based Discovery of Experts, Expertise and Collaboration Networks. University of Georgia, LSDIS Lab, Technical Report, July. 2007.
7. [Cameron, 2007] Cameron, D. L.: SEMEF: A Taxonomy-based Discovery of Experts, Expertise and Collaboration Networks. MS thesis, The University of Georgia, ATHENS, GA. 2007.
8. [Cameron et al., 2007a] Cameron, D., Aleman-Meza, B., Arpinar, I.B.: Collecting Expertise of Researchers for Finding for Relevant Experts in Peer-Review Setting. In: Proceeding of 1st International Expert Finder Workshop, Berlin, Germany, 16, January. 2007.
9. [Card et al., 1999] Card, S. K., Mackinlay, J., Shneiderman, B.: Readings in Information Visualization: Using Vision to Think, Morgan Kaufmann Publishers, San Francisco, CA. ISBN-13: 978-1558605336. 1999.
10. [Cugini et al., 1996] Cugini, J. V., Piatko, C. D., Laskowski, S. J.: Interactive 3D Visualization for Document Retrieval. In Proceedings of the Workshop on New Paradigms in Information Visualization and Manipulation at CIKM (Rockville, Maryland, USA, Nov. 12-16, 1996). NPIVM'96. ACM Press. 1996.
11. [DBLP, 2009] Digital Bibliography and Library Project, http://www.informatik.unitrier. de/~ley/db/index.html.
12. [Diederich et al., 2007] Diederich, J., Balke, W-T., Thaden, U.: Demonstrating the Semantic GrowBag: Automatically Creating Topic Facets for FacetedDBLP, In: Proceedings of JCDL'07, 17-22, Jun. 2007, Vancouver, British Columbia, Canada. 2007.
13. [Hecht et al., 1998] Hecht, F., Hecht, B. K., Sandberg, A.A.: The Journal Impact Factor: A Misnamed, Misleading, Misused Measure, Cancer Genet Cytogenet 04: 77-71 (1998), Elsevier Science Inc. 1998.
14. [Hirsch, 2005] Hirsch, J. E.: An index to quantify an individual's scientific research output. PNAS 102 (46): 16569-16572. doi:10.1073/pnas.0507655102. 2005.
15. [Hyperbolic Package, 2009] Hyperbolic Tree Library, http://hypertree.cvs.sourceforge.net/viewvc/hypertree/hypertree
16. [Krulwich and Burkey, 1995] Krulwich, B., Burkey, C.: ContactFinder: Extracting Indications of Expertise and Answering Questions with Referrals. Technical Report. In the Working Notes of the Symposium on Intelligent Knowledge Navigation and Retrieval. The AAAI Press, 85-91. 1995.
17. [Krulwich, 1995] Krulwich, B., Burkey, C.: ContactFinder: Extracting Indications of Expertise and Answering Questions with Referrals. Technical Report. In the Working Notes of the Symposium on Intelligent Knowledge Navigation and Retrieval. The AAAI Press, 85-91. 1995.
18. [Lamping and Rao, 1994] Lamping, J., Rao, R.: Laying out and Visualizing Large Trees Using a Hyperbolic Space. In ACM Symposium on User Interface Software and Technology (Marina del Rey, California, USA, Nov. 2-4, 1994) UISTP'94. 13-14. doi:10.1145/192426.192430.1994.
19. [Lamping and Rao, 1996] Lamping, J., Rao, R.: The Hyperbolic Browser: A Focus+Context Technique for Visualizing Large Hierarchies. Journal of Visual Languages and Computing. 7, 1 (Mar. 1996), 33-55. doi:10.1006/jvlc.1996.0003. 1996.
20. [Lamping et al., 1995] Lamping, J., Rao, R., Pirolli, P.: A Focus+Context Technique Based on Hyperbolic Geometry for Visualizing Large Hierarchies. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems (Denver, Colorado, May 7 - 11, 1995). CHI '95. ACM Press, New York, NY, 401-408. doi:10.1145/223904.223956. 1995.
21. [Liu and Dew, 2004] Liu, P., Dew, P.: Using Semantic Web Technologies to Improve Expertise Matching within Academia. In: Proceedings of the 2nd International Conference on Knowledge Management, pp. 370-378. Graz, Austria. June 30-July 2, 2004.
22. [McCahill and Erickson, 1995] McCahill, M. P., Erickson, T.: Design for a 3D Spatial User Interface for Internet Gopher. In Proceedings of World Conference on Educational Multimedia and Hypermedia (Graz, Austria, Jun. 17-21, 1995). ED-MEDIA 95. AACE, 39-44. 1995.
23. [Mockus and Herbsleb, 2002] Mockus, A., Herbsleb J. A.: Expertise Browser: A Quantitative Approach to Identifying Expertise. In: Proceedings of International Conference on Software Engineering, pp. 503-512. Orlando, Florida, 19-25, May. 2002.
24. [Nature Editorial, 2005] Nature Editorial.: Not-so-deep impact, Nature 435, 1003-1004 (23 June 2005) doi:10.1038/4351003b; Published online 22, June. 2005.
25. [Pipek et al., 2002] Pipek, V., Hinrichs, J., Wulf, V.: Sharing Expertise Challenges for Technical Support. In Ackerman, M./Pipek, V./Wulf, V. (eds): Beyond Knowledge Management: Sharing Expertise,pp. 111-136, MIT-Press, Cambridge MA. 2002.
26. [PLoS Medicine Editors, 2006] The PLoS Medicine Editors. The impact factor game. It is time to find a better way to assess the scientific literature. PLoS Med. 3:e291. doi:10.1371/journal.pmed.0030291. 2006.
27. [Postellon, 2008] Postellon D.C.: Hall and Keynes join Arbor in the Citation Indices. Nature, 452, 282. doi:10.1038/452282b. 2008.
28. [Seglen, 1997] Seglen, P. O.: Why the impact factor of journals should not be used for evaluating research, BMJ 1997; 314(7079):497. 1997.
29. [Spoerri, 2004] Spoerri, A.: RankSpiral: Toward Enhancing Search Results Visualizations. In Posters Compendium, IEEE Symposium on Information Visualization (Austin, Texas, USA, Oct. 10-12 2004) InfoVis'04. ACM Press. 39-40. doi:10.1109/INFVIS.2004.56. 2004.
30. [Sun and Giles, 2007] Sun Y., Giles C. L.: Popularity Weighted Ranking for Academic Digital Libraries, In: Proceedings of 29th European Conference on Information Retrieval Research, pp. 605-612. Rome, Italy, 5-7, April. 2007.
31. [Rodriguez and Bollen, 2008] Rodriguez, M.A., Bollen, J.: An Algorithm to Determine Peer- Reviewers. In: Proceeding of the 17th ACM conference on Information and Knowledge Management (Napa Valley, California, USA, 26-30, Oct 2008) CIKM'08. ACM Press. 319- 328. doi:10.1145/1458082.1458127. 2008.
32. [Shneiderman, 2002] Shneiderman, B.: Inventing Discovery Tools: Combining Information Visualization with Data Mining. Information Visualization, 1,1, 5-12 mar. 2002. doi:10.1007/3-540-45650-3_4. 2002.
33. [Tho et al., 2007] Tho, Q.T., Hui, S.C., Fong, A.C.M.: A Citation Based Document Retrieval System for Finding Research Expertise, Information Processing and Management, 43, 1 (January 2007), 248-264. doi:10.1016/j.ipm.2006.05.015. 2007.
34. [Turtle Graphics 2009] Turtle Graphics, http://www.gkrueger.com/java/aufgaben/loesung/TurtleGraphics.java
35. [Yimam, 1999] Yimam, D.: Expert Finding Systems for Organizations: Domain Analysis and the DEMOIR Approach. In ECSCW 99 Beyond Knowledge Management: Management Expertise Workshop (Copenhagen, Denmark, Sep. 12-16 1999). 276-283. 2007.