On exploiting static and dynamically mined metadata for exploratory web searching

Knowledge and Information Systems

Volumn 30, Issue 3, 2012, Pages 493-525

  Papadakos, Panagiotis ^a,b   Armenatzoglou, Nikos ^a,b   Kopidaki, Stella ^a,b   Tzitzikas, Yannis ^a,b  

^a INSTITUTE OF COMPUTER SCIENCE   (Greece)

^b UNIVERSITY OF CRETE   (Greece)

Author keywords

Faceted and dynamic taxonomies; Interactive information retrieval; Results clustering; Web searching

Indexed keywords

EID: 84856711084     PISSN: 02191377     EISSN: 02193116     Source Type: Journal    
DOI: 10.1007/s10115-011-0388-2     Document Type: Article

References (50)

1. (Apr 2006) Special issue on supporting exploratory search. Commun ACM 49(4).
2. Anagnostopoulos A, Broder A, Punera K (2008) Effective and efficient classification on a search-engine model. Knowl Inf Syst 16(2): 129-154.
3. Azzopardi L (2009) Usage based effectiveness measures: monitoring application performance in information retrieval. In: Proceedings the 18th ACM conference on information and knowledge management (CIKM'09). ACM, New York, NY, USA, pp 631-640.
4. Ben-Yitzhak O, Golbandi N, Har'El N, Lempel R, Neumann A, Ofek-Koifman S, Sheinwald D, Shekita E, Sznajder B, Yogev S (Feb 2008) Beyond basic faceted search. In: Proceedings of the international conference on web search and web data mining (WSDM'08). Palo Alto, California, USA, pp 33-44.
5. Berry KJ, Johnston JE, Mielke PW (2008) Weighted kappa for multiple raters. Percept Motor Skills 107: 837-848.
6. Crabtree D, Gao X, Andreae P (Sep 2005) Improving web clustering by cluster selection. In: Proceedings of the IEEE/WIC/ACM international conference on web intelligence (WI'05). Compiegne, France, pp 172-178.
7. Cutting D, Karger D, Pedersen J, Tukey J (June 1992) Scatter/Gather: a cluster-based approach to browsing large document collections. In: Proceedings of the 15th annual international ACM conference on research and development in information retrieval (SIGIR'92). Copenhagen, Denmark, pp 318-329.
8. Dakka W, Ipeirotis P (Apr 2008) Automatic extraction of useful facet hierarchies from text databases. In: Proceedings of the 24th international conference on data engineering (ICDE'08). Cancún, México, pp 466-475.
9. de Borda JC (1781) Memoire sur les Elections au Scrutin. Histoire de l'Academie Royale des Sciences, Paris.
10. Doms A, Schroeder M (2005) GoPubMed: exploring PubMed with the gene ontology. Nucleic Acids Res 33(Web Server Issue): W783.
11. Faulkner L (2003) Beyond the five-user assumption: benefits of increased sample sizes in usability testing. Behav Res Methods Instrum Comput 35(3): 379-383.
12. Ferragina P, Gulli A (May 2005) A personalized search engine based on web-snippet hierarchical clustering. In: Proceedings of the 14th international conference on world wide web (WWW'05), vol 5. Chiba, Japan, pp 801-810.
13. Gelgi F, Davulcu H, Vadrevu S (June 2007) Term ranking for clustering web search results. In: 10th international workshop on the web and databases (WebDB'07), Beijing, China.
14. Hearst M, Pedersen J (Aug 1996) Reexamining the cluster hypothesis: Scatter/Gather on retrieval results. In: Proceedings of the 19th annual international ACM conference on research and development in information retrieval (SIGIR'96), Zurich, Switzerland, pp 76-84.
15. Hildebrand M, van Ossenbruggen J, Hardman L (Nov 2006) /facet: a browser for heterogeneous semantic web repositories. In: Proceedings of international semantic web conference (ISWC'06), Athens, GA, USA, pp 272-285.
16. Hyvönen E, Mäkelä E, Salminen M, Valo A, Viljanen K, Saarela S, Junnila M, Kettula S (2005) MuseumFinland-Finnish museums on the semantic web. J Web Semant 3(2): 25.
17. Janruang J, Kreesuradej W (Nov 2006) A new web search result clustering based on true common phrase label discovery. In: Proceedings of the international conference on computational intelligence for modeling control and automation and international conference on intelligent agents web technologies and international commerce (CIMCA/IAWTIC'06), Washington, DC, USA, p 242. ISBN 0-7695-2731-0.
18. Järvelin K, Price SL, Delcambre LML, Nielsen ML (2008) Discounted cumulated gain based evaluation of multiple-query IR sessions. In: European conference on information retrieval (ECIR), pp 4-15.
19. Jing L, Ng M, Huang J (2010) Knowledge-based vector space model for text clustering. Knowl Inf Syst 25(1): 1-21.
20. Käki M, Aula A (2008) Controlling the complexity in comparing search user interfaces via user studies. Inf Process Manag 44(1): 82-91.
21. Karlson AK, Robertson GG, Robbins DC, Czerwinski MP, Smith GR (Apr 2006) FaThumb: a facet-based interface for mobile search. In: Proceedings of the conference on human factors in computing systems (CHI'06), Montréal, Québec, Canada, pp 711-720.
22. Kelly D (2009) Methods for evaluating interactive information retrieval systems with users. Found Trends Inf Retr 3(1-2): 1-224.
23. Kopidaki S, Papadakos P, Tzitzikas Y (Oct 2009) STC+ and NM-STC: two novel online results clustering methods for web searching. In: Proceedings of the 10th international conference on web information systems engineering (WISE'09).
24. Krikelas J (1983) Information-seeking behavior: patterns and concepts. Drexel Libr Q 2: 5-20.
25. Kules B, Capra R (2008a) Creating exploratory tasks for a faceted search interface. In: Proceedings of the 2nd workshop on human-computer interaction (HCIR'08).
26. Kules B, Capra R (2008b) Creating exploratory tasks for a faceted search interface. In: workshop on computer interaction and information retrieval, HCIR 2008, pp 18-21.
27. Kules B, Kustanowitz J, Shneiderman B (June 2006) Categorizing web search results into meaningful and stable categories using fast-feature techniques. In: Proceedings of the 6th ACM/IEEE-CS joint conference on digital libraries, (JCDL'06), Chapel Hill, NC, USA, pp 210-219. ISBN 1-59593-354-9.
28. Kules B, Wilson M, Schraefel M, Shneiderman B (2008) From keyword search to exploration: how result visualization aids discovery on the web. Human-Computer Interaction Lab Technical Report HCIL-2008-06, University of Maryland.
29. Kules B, Capra R, Banta M, Sierra T (2009) What do exploratory searchers look at in a faceted search interface? In: JCDL, pp 313-322.
30. Lindgaard G, Chattratichart J (2007) Usability testing: what have we overlooked? In: Proceedings of the SIGCHI conference on human factors in computing systems (CHI'07). ACM, New York, NY, USA. pp 1415-1424.
31. Mäkelä E, Viljanen K, Lindgren P, Laukkanen M, Hyvönen E (2005) Semantic yellow page service discovery: the veturi portal. Poster paper at international semantic web conference (ISWC'05), Galway, Ireland.
32. Mäkelä E, Hyvönen E, Saarela S (Nov 2006) Ontogator-a semantic view-based search engine service for web applications. In: Proceedings of international semantic web conference (ISWC'06), Athens, GA, USA, pp 847-860.
33. Malik H, Fradkin D, Moerchen F (2010) Single pass text classification by direct feature weighting. Knowl Inf Syst, pp 1-20. ISSN 0219-1377.
34. Papadakos P, Theoharis Y, Marketakis Y, Armenatzoglou N, Tzitzikas Y (Aug 2008) Mitos: design and evaluation of a dbms-based web search engine. In: Proceedings of the 12th Pan-Hellenic conference on informatics (PCI'08), Greece.
35. Papadakos P, Kopidaki S, Armenatzoglou N, Tzitzikas Y (Sept 2009) Exploratory web searching with dynamic taxonomies and results clustering. In: Proceedings of the 13th European conference on digital libraries (ECDL'09).
36. Petrelli D (2008) On the role of user-centered evaluation in the advancement of interactive information retrieval. Inf Process Manage 44(1): 22-38. ISSN 0306-4573.
37. Sacco G (2006) Some research results in dynamic taxonomy and faceted search systems. In: SIGIR'2006 workshop on faceted search.
38. Sacco GM, Tzitzikas Y (eds)(2009) Dynamic taxonomies and faceted search: theory, practise and experience. Springer. ISBN 978-3-642-02358-3.
39. Schraefel MC, Karam M, Zhao S (Aug 2003) mSpace: interaction design for user-determined, adaptable domain exploration in hypermedia. In: Proceedings of workshop on adaptive hypermedia and adaptive web based systems, Nottingham, UK, pp 217-235.
40. Stefanowski J, Weiss D (May 2003) Carrot2 and language properties in web search results clustering. In: Proceedings of the international atlantic web intelligence Conference (AWIC'03). Springer, Madrid, Spain.
41. Tzitzikas Y, Armenatzoglou N, Papadakos P (2008) FleXplorer: a framework for providing faceted and dynamic taxonomy-based information exploration. In: 19th international workshop on database and expert systems applications (FIND'08 at DEXA'08), Torino, Italy, pp 392-396.
42. Wang J, Mo Y, Huang B, Wen J, He L (2008) Web search results clustering based on a novel suffix tree structure. In: Proceedings of 5th international conference on autonomic and trusted computing (ATC'08), vol 5060, Oslo, Norway, pp 540-554.
43. Wang P, Hu J, Zeng H, Chen Z (2009) Using wikipedia knowledge to improve text classification. Knowl Inf Syst 19(3): 265-281.
44. White RW, Drucker SM, Marchionini G, Hearst MA, Schraefel MC (2007) Exploratory search and hci: designing and evaluating interfaces to support exploratory search interaction. In: Rosson MB, Gilmore DJ (eds) CHI extended abstracts. ACM, New York, pp 2877-2880.
45. Wilson ML, Schraefel MC (Apr 2007) Bridging the Gap: using IR models for evaluating exploratory search interfaces. In: Workshop on exploratory search and HCI (SIGCHI'2007). ACM.
46. Xing D, Xue G, Yang Q, Yu Y (Feb 2008) Deep classifier: automatically categorizing search results into large-scale hierarchies. In: Proceedings of the international conference on web search and web data mining (WSDM'08), Palo Alto, California, USA, pp 139-148.
47. Yee K, Swearingen K, Li K, Hearst M (Apr 2003a) Faceted metadata for image search and browsing. In: Proceedings of the conference on human factors in computing systems (CHI'03), Ft. Lauderdale, Florida, USA, pp 401-408.
48. Yee K, Swearingen K, Li K, Hearst M (2003b) Faceted metadata for image search and browsing. In: Proceedings of the SIGCHI conference on human factors in computing systems, pp 401-408.
49. Zamir O, Etzioni O (Aug 1998) Web document clustering: a feasibility demonstration. In: Proceedings of the 21th annual international ACM conference on research and development in information retrieval (SIGIR'98), Melbourne, Australia, pp 46-54.
50. Zeng H, He Q, Chen Z, Ma W, Ma J (July 2004) Learning to cluster web search results. In: Proceedings of the 27th annual international conference on research and development in information retrieval (SIGIR'04), Sheffield, UK, pp 210-217.