Personalisation and recommender systems in digital libraries

International Journal on Digital Libraries

Volumn 5, Issue 4, 2005, Pages 299-308

  Smeaton, Alan F ^a   Callan, Jamie ^b  

^a DUBLIN CITY UNIVERSITY   (Ireland)

^b Carnegie Mellon University   (United States)

Author keywords

Digital libraries; Personalisation; Recommender systems; User interaction

Indexed keywords

EID: 23944475057     PISSN: 14325012     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00799-004-0100-1     Document Type: Article

References (62)

1. Adaptive hypertext and hypermedia (2004) http://wwwis.win.tue.nl/ah/. Last visited 16 June 2004
2. Adar E, Kargar D, Stein LA (1999) Haystack: per-user information environments. In: Proceedings of the 8th international conference on information and knowledge management (CIKM), Kansas City, MO, pp 413-422
3. Almeida RB, Almeida VAF (2004) Reputation networks: a community-aware search engine. In: Proceedings of the 13th conference on the World Wide Web, New York, pp 413-421
4. Arms WY (2001) Uniform resource names: handles, PURLs and digital object identifiers. Commun ACM 44(5):68
5. Babaian T, Grosz BJ, Shieber SM (2002) A writer's collaborative assistant. In: Proceedings of the 7th international conference on intelligent user interfaces
6. Baeza-Yates R, Ribeiro-Neto B (1999) Modern information retrieval. Addison-Wesley, Reading, MA
7. Belkin NJ, Cool C, Stin A, Thiel U (1995) Cases, scripts and information seeking strategies: On the design of interactive information retrieval systems. Expert Syst Appl 9(3):379-395
8. Brown PJ, Jones GFJ (2001) Context-aware retrieval: exploring a new environment for information retrieval and information filtering. Personal Ubiquitous Comput 5(4):253-263
9. Brown PJ, Jones GFJ (2002) Information access and retrieval: exploiting contextual change in context-aware retrieval. In: Proceedings of the ACM symposium on applied computing, Madrid, pp 650-656
10. Brusilovsky P (199) Methods and techniques of adaptive hypermedia. User Modell User-Adapt Interact 6:87-129
11. Brusilovsky P, Kobsa A, Vassileva J (2002) Adaptive hypertext and hypermedia. Kluwer, Dordrecht
12. Brusilovsky P, Maybury M (eds) (2002) From adaptive hypermedia to the adaptive web. Commun ACM 45(5):30-33
13. Bush V (1945) As we may think. Atlantic Monthly, July 1945, online version, http://www.theatlantic.com/unbound/flashbks/computar/bushf.htm. Last visited 4 Feb 2004
14. Callan J, Smeaton AF (eels) (2001) Proceedings of the 2nd DELOS network of excellence workshop on personalisation and recoinmender systems in digital libraries. ERCIM Workshop Proceedings - No. 01/W03. Dublin City University, Ireland, June 2001. http://www.arcim.org/publication/ws-procaedings/DelNoe02/
15. Camp LJ (2002) Emerging applications: DRM: doesn't really mean digital copyright management. In: Proceedings of the 9th ACM conference on computer and communications security, pp 78-87
16. Christel M, Kanade T, Mauldin M, Reddy R, Sirbu M, Stevens S, Wactlar H (1995) Informedia digital video. Commun ACM 38(4):57-58
17. Clement A (1993) Privacy considerations in CSCW: report on the CSCW'92 workshop. ACM SIGCHI Bull 25(4):34-39
18. Dix AJ, Finlay JE, Abowd GD, Beale R (1998) Human-computer interaction, 2nd edn. Prentice-Hall, Upper Saddle River, NJ. (3rd edition available at http://www.hcibook.com/e3/)
19. DLI (1996) The DLI testbeds: today and tomorrow. D-Lib Mag. http://www.dlib.org/dlib/july96/07contents.html
20. Fenstermacher KD, Ginsburg M (2002) Mining client-side activity for personalization. In: Proceedings of the 4rth IEEE international workshop on advanced issues of e-commerce and Web-based information systems (WECWIS'02), Newport Beach, CA, p 205
21. Field A, Hartel P, Mooij W (2001) Personal DJ: an architecture for personalised content delivery. In: Proceedings of the 10th international conference on the World Wide Web, Hong Kong, pp 1-7
22. Gemmel J, Lueder R, Bell G (2003) The MyLifeBits lifetime store (deino description). In: ACM SIGMM 2003 workshop on experiential telepresence, Berkeley, CA
23. Han H, Giles CL, Manavoglu E, Zha H, Zhang Z, Fox EA (2003) Automatic document metadata extraction using support vector machines. In: Proceedings of the 3rd ACM/IEEE-CS joint conference on digital libraries, Houston, TX
24. Ho Ha S (2002) Helping online customers decide through web personalization. IEEE Intell Syst 17(6):34-43
25. Järvelin K, Wilson TD (2003) On conceptual models for information seeking and retrieval research. Inf Res 9(1). http://InformationR.net/ir/9-1/ paper163.html
26. Konstan JA, Miller BN, Maltz D, Herlocker JL, Gordon LR, Riedl J (1997) GroupLens: applying collaborative filtering to Usenet news. Commun ACM 40(3):77-87
27. Kumar R, Raghavan P, Rajagopalan S, Tomkins A (1998) Recommendation systems: a probabilistic analysis. In: Proceedings of the 39th annual symposium on foundations of computer science, Palo Alto, CA, pp 664-673
28. Lam SK, Riedl J (2004) Shilling recommender systems for fun and profit. In: Proceedings of the 13th conference on the World Wide Web, New York, pp 393-402
29. LANL (2004) MyLibrary @LANL. http://lib-www.lanl.gov/lww/mylibweb.htm. Last visited 4 Feb 2004
30. Liu H, Macs P (2004) User modelling I: what would they think? A computational model of attitudes. In: Proceedings of the 9th international conference on intelligent user interfaces
31. Manber U, Patel A, Robison J (2000) Experience with personalization of Yahoo ! Commun ACM 43(8):35-39
32. Marshall CC, Golovchinsky G, Price M (2001) Digital libraries and mobility. Commun ACM 44(5):55-56
33. McArthur D, Giersch S, Graves B, Ward C, Dillaman R, Herman R, Lugo G, Reeves J, Vetter R, Knox D, Owen S (2001) Towards a sharable digital library of reusable teaching resources. Commun ACM 44(5):79
34. McGrath R, Futrelle J, Plante R, Guillaume D (1999) Digital library technology for locating and accessing scientific data. In: Proceedings of the 4th ACM conference on digital libraries, Berkeley, CA, pp 188-194
35. Moen WE (2001) Mapping the interoperability landscape for networked information retrieval. In: Proceedings of the 1st ACM/IEEE-CS joint conference on digital libraries, Roanoke, VA, pp 50-51
36. Moriarty C, Kushmerick N, Smyth B (2001) Personalised intelligent tutoring for digital libraries. In [14]
37. MovieLens (2004) The MovieLens home page. http://movialens.umn.edu/. Last visited 4 Feb 2004
38. OCLC (2004) The Dublin core: a simple content description for electronic resources. http://dublincore.org/Model. Last visited 15 June 2004
39. Paepcke A, Chang C-C, Winograd T, Garcia-Molina H (2001) Interoperability for digital libraries worldwide. Commun ACM 41(4):33-42
40. Ramakrishnan N (2000) PIPE: Web personalization by partial evaluation. IEEE Internet Comput 4(6):21-31
41. Ramakrishnan N, Keller BJ, Mirza BJ, Grama AY, Karypis G (2001) Privacy risks in recominender systems. IEEE Internet Comput 5(6):54-62
42. Rossi G, Schwabe D, Danculovic J, Miaton L (2001) Patterns for personalized web applications. In: Rüping A, Eckstein J, Schwanninger C (eds) Proceedings of EuroPlop-01
43. Rous B (2001) The ACM digital library. Commun ACM 44(5):90-91
44. Ruthven I, Lalmas M, van Rijsbergen CJ (2002) Combining and selecting characteristics of information use. J Am Soc Inf Sci Technol 53(5):378-396
45. Samuelson P (2003) Digital rights management and fair use by design: DRM {and, or, vs.} the law. Commun ACM 46(4):41-45
46. Samuelson P, Glushko RJ (1991) Intellectual property rights for digital library and hypertext publishing systems: an analysis of Xanadu. In: Proceedings of the 3rd annual ACM conference on hypertext
47. Sarwar B, Karypis G, Konstan J, Reidl J (2000) Analysis of recommendation algorithms for eCommerce. In: Proceedings of ACM'OO conference on electronic commerce, pp 158-167
48. Savolainen R, Kari J (2003) Toward a contextual model of information seeking on the web. New Rev Inf Behav Res 4:155-175
49. Smeaton AF, Callan J (2001) Workshop reports: joint DELOS-NSF workshop on personalisation and recommender systems in digital libraries. ACM SIGIR Forum http://www.acm.org/sigir/forum/S2001-TOC.html
50. Smeaton AF, Murphy N, O'Connor NE, Marlow S, Lee H, McDonald K, Browne P, Ye J (2001) The Físchlár digital video system: a digital library of broadcast TV programmes. In: Proceedings of the 1st ACM/IEEE-CS joint conference on digital libraries, Roanoke, VA
51. Smith TR, Frew J (1995) Alexandria Digital Library. Commun ACM 38(4):61-62
52. Stanford University (2004) Stanford annotated interoperability bibliography, http://www-diglib.stanford.edu/diglib/pub/interopbib.html. Last visited 14 June 2004
53. Stanford University (2004) Digital library resources, http://www-diglib-stanford.edu/diglib/pub/Resources.shtml. Last visited 17 June 2004
54. Stevens S, Christel M, Wactlar H (1994) Informedia: improving access to digital video. Interactions 1(4): 67-71
55. Torres R, McNee S, Abel M, Kinstan J, Riedl J (2004) Collaboration and group work: enhancing digital libraries with TechLens+. In: Proceedings of the 2004 joint ACM/IEEE-CS conference on digital libraries
56. University of California, Berkeley (2004) Information privacy in ubiquitous computing -background readings. http://guir.berkeley.edu/groups/ privacy/readings.html. Last updated 1 April 2004
57. Various (2001) Special issue on the theme digital libraries. Commun ACM 44(5)
58. Vertegaal R (ed) (1997) Readings in CSCW. Centre of Telematics and Information Technology (CTIT), Twente University, Enschede, The Netherlands
59. W3C (2004) Metadata activity statement. http://www.w3.org/Metadata/ Activity.html. Last visited 15 June 2004
60. Weiser M (1993) Ubiquitous computing. IEEE Comput 26(10):71
61. Wilson TD (1999) Models in information behaviour research. J Document 55(3):249-270
62. Yahoo, Inc (2004) The My Yahoo ! home page. http://my.yahoo.com/?myHome. Last visited 4 Feb 2004