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Minería de datos en bibliotecas: bibliominería

Candás Romero, Jorge (2006) Minería de datos en bibliotecas: bibliominería. BiD : textos universitaris de Biblioteconomia i Documentació(17).

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Abstract

[English abstract]

This article presents a theorical introduction to the use of data mining in libraries (bibliomining). It also presents some of its practical uses, and how these uses support the so-called Library 2.0, and the improvement of technical and user services. Finally the article analizes the issue of privacy in bibliomining.

[Spanish abstract]

Se presenta una introducción teórica a la aplicación de la minería de datos en bibliotecas, denominada bibliominería (propuesta terminológica española para el inglés: bibliomining). Asimismo, se presentan algunas de las posibles aplicaciones prácticas y cómo éstas sirven de apoyo a la llamada Biblioteca 2.0 y a la creación y gestión de servicios más y mejor orientados al usuario, basados en nuevas tecnologías. Finalmente se analiza el problema de la privacidad en la aplicación de la bibliominería.

[Catalan abstract]
Aquest article presenta una introducció teòrica a l'aplicació de la mineria de dades en biblioteques, anomenada bibliomineria (proposta terminològica catalana per a l'anglès: bibliomining). Així mateix, s'hi presenten algunes de les possibles aplicacions pràctiques i com aquestes serveixen de suport a l'anomenada Biblioteca 2.0 i a la creació i gestió de serveis més orientats cap a l'usuari i millors, basats en noves tecnologies. Finalment s'hi analitza el problema de la privadesa en l'aplicació de la bibliomineria.

Keywords:Bibliominería, Minería de datos, Web 2.0, Biblioteca 2.0, OPAC, Servicios a los usuarios, Bibliomining, Data mining, Library 2.0, Users services.
Subjects:B. Information use and sociology of information. > BI. User interfaces, usability.
L. Information technology and library technology. > LN. Data base management systems.
J. Technical services in libraries, archives, museum. > JZ. None of these, but in this section.
I. Information treatment for information services
F. Management. > FZ. None of these, but in this section.
L. Information technology and library technology. > LK. Software methodologies and engineering.
ID Code:8457
Deposited By:Candás Romero, Jorge
Deposited On:12 January 2007
Alternative Locations:http://www2.ub.edu/bid/consulta_articulos.php?fichero=17canda2.htm, http://www2.ub.edu/bid/consulta_articulos.php?fichero=17canda1.htm
All fields:Show all fields

Ackoff, Russell L. (1989). "From data to wisdom". Journal of applied systems analysis, no. 16, p. 3-9.

Agrawal, Rakesh; Imielinski, Tomasz; Swami, Arun (1993). "Mining association rules between sets of items in large databases". Proceedings of the 1993 ACM SIGMOD Conference. <http://rakesh.agrawal-family.com/papers/sigmod93assoc.pdf> [Consulta: 1-05-2006]

Agrawal, Rakesh; Srinkant, Ramakrishnan (2000). "Privacy-preserving data mining". Proceedings of the 2000 ACM SIGMOD conference on management of data. p. 439-450. <http://doi.acm.org/10.1145/342009.335438> [Consulta: 1-05-2006].

American Library Association. The USA patriot act in the library. <http://www.ala.org/ala/oif/ifissues/usapatriotactlibrary.htm> [Consulta: 30-04-2006].

Banerjee, K. (1998). "Is data mining right for your library?". Computers in libraries, vol. 18, no. 10, pp. 28-31.

Bellinger, Gene; Castro, Durval; Mills, Anthony (1994). Data, information, knowledge, and wisdom. <http://www.systems-thinking.org/dikw/dikw.htm>[Consulta: 1-05-2006].

Bereijo Martínez, Antonio (1998). "Caracterización del concepto de 'calidad' en la catalogación descriptiva: factores que atañen al diseño de objetivos". Boletín Millares Carlo, núm. 17, p. 319–355. <http://dialnet.unirioja.es/servlet/fichero_articulo?articulo=1700760&orden=37277> [Consulta: 12/04/2006].

Bollen, Johan; Luce, Rick; Vemulapalli, Soma Sekhara; Weining, Xu (2003). "Usage analysis for the identification of research trends in digital libraries". D-lib magazine, May, vol. 9, no. 5, <http://www.dlib.org/dlib/may03/bollen/05bollen.html [Consulta: 31-03-2006].

Borgman, Christine L. (1986). "Why are online catalogs hard to use? Lessons learnend from information-retrieval studies" Journal of the American society for information science, vol. 37, no. 6, p. 387-400. <http://www3.interscience.wiley.com/cgi-bin/abstract/57783/> [Consulta: 7-05-2006].

Brin, Sergey; Motwani, Rajeev; Ullman, Jeffrey D.; Tsur, Shalom (1997). "Dynamic itemset counting and implication rules for market basket data". Proceedings of the 1997 ACM SIGMOD conference. p. 255-264 <http://doi.acm.org/10.1145/253260.253325> [Consulta: 1-05-2006].

Casey, Michael (2005). "Working towards a definition of Library 2.0". Library Crunch: bringing you a library 2.0 perspective, October 21, 2005. <http://www.librarycrunch.com/2005/10/working_towards_a_definition_o.htm> [Consulta: 16-05-2006].

Chi-Wing Wong, Raymond; Wai-Chee Fu, Ada; Wang, Ke (2005). "Data mining for inventory item selection with cross-selling considerations". Data mining and knowledge discovery, July 2005, vol. 11, no. 1, p. 81-112.

Cleveland, Harland (1982). "Information as resource". The futurist, December, p. 34-39.

Clifton, Chris; Doan, Anhai; Elmagarmid, Ahmed; Kantarcioglu, Murat; Schadow, Gunther; Suciu, Dan; Vaidya, Jaideep (2004). "Privacy preserving, data integration and sharing". Data mining and knowledge discovery archive. Proceedings of the 9th ACM SIGMOD workshop on research issues in data mining and knowledge discovery. p. 19-26. <http://doi.acm.org/10.1145/1008694.1008698> [Consulta: 21-04-2006].

Cox, Kenneth C.; Eick, Stephen G.; Wills, Graham J.; Brachman, Ronald J. (1997). "Brief application description; visual data mining: recognizing telephone calling fraud". Data mining and knowledge discovery, June, vol. 1, no. 2, p. 225-231.

Crawford, Walt (2006). "Library 2.0 and 'Library 2.0'". Cites & insights, vol. 6, no. 2, p. 1-32. <http://cites.boisestate.edu/civ6i2.pdf> [Consulta: 16-05-2006].

Cullen, Kelvin (2005). "Delving into data". Library journal, August, vol. 130, no. 13, p. 30-32. <http://www.libraryjournal.com/article/CA633325.html> [Consulta: 26-04-2006].

Domingo-Ferrer, Josep; Torra, Vicenç (2005). "Privacy in data mining". Data mining and knowledge discovery, September, vol. 11, no. 2, p. 117-119.

Domínguez Sanjurjo, Mª Ramona (1996). Nuevas formas de organización y servicios en la biblioteca pública. Gijón: Trea.

España. "Ley orgánica 15/1999, de 13 de diciembre, de protección de datos de carácter personal". Boletín Oficial del Estado, 14 de diciembre de 1999, núm. 298, pp. 43088-43099.

Fawcett, Tom; Provost, Foster (1997). "Adaptive fraud detection". Data mining and knowledge discovery, September, vol. 1, no. 3, pp. 291-316.

Fayyad, Usama M.; Piatetsky-Shapiro, Gregory; Smyth, Padhraic (1996). "From data mining to knowledge discovery: an overview". En: Fayyad, Usama M.; Piatetsky-Shapiro, Gregory; Smyth, Padhraic (ed.). Advances in knowledge discovery and data mining. California: AAAI Press, The MIT Press, pp. 1-36.

Fayyad, Usama; Simoudis, Evangelos (1995). Knowledge discovery and data mining. <http://www-aig.jpl.nasa.gov/public/kdd95/tutorials/IJCAI95-tutorial.html> [Consulta: 1-05-2006].

Fayyad, Usama; Uthurusamy, Ramasamy (1996). "Data mining and knowledge discovery in databases". Communications of the ACM, November, vol. 39, no. 11, pp. 24-26. <http://doi.acm.org/10.1145/240455.240463> [Consulta: 1-05-2006].

Federación Internacional de Asociaciones de Bibliotecarios y Bibliotecas; Organización de las Naciones Unidas para la Educación, la Ciencia y la Cultura (2001). Directrices de la IFLA/UNESCO para el desarrollo del servicio de bibliotecas públicas. 94 p. <http://www.ifla.org/VII/s8/news/pg01-s.pdf> [Consulta: 4-04-2006].

Fernández Molina, Juan Carlos; Moya Anegón, Félix de (1998). Los catálogos de acceso público en línea: el futuro de la recuperación de información bibliográfica. Málaga: Asociación Andaluza de Bibliotecarios, 197 p.

Geyer-Schulz, Andreas; Neumann, Andreas; Thede, Anke (2003). "An architecture for behavior-based library recommender systems". Information technology and libraries, 2003, vol. 22, no. 4, pp. 165-174. <http://www.ala.org/ala/lita/litapublications/ital/2204geyer.htm [Consulta: 23-08-2006]

Gómez-Pantoja Fernández-Salguero, Aurora; Pérez Pulido, Margarita (1998). "El concepto de privacidad en servicios bibliotecarios actuales". FESABID 98. VI Jornadas Españolas de Documentación: los sistemas de información al servicio de la sociedad. <http://fesabid98.florida-uni.es/Comunicaciones/a_gomez.htm> [Consulta: 15-06-2006].

Guenther, Kim (2000). "Applying data mining principles to a library data collection". Computers in libraries, vol. 20, no. 4, pp. 60-63.

Hand, David; Mannila, Heikki; Smyth, Padric (2001). Principles of data mining. Cambridge: Massachusetts Institute of Technology.

Hernández, Hilario (dir.) (2003). Las colecciones de las bibliotecas públicas en España: informe de situación. Salamanca: Fundación Germán Sánchez Ruipérez.

Hernández Orallo, José; Ramírez Quintana, Mª José; Ferri Ramírez, Cèsar. (2004). Introducción a la minería de datos. Madrid: Pearson - Prentice Hall.

Houghton, Sarah (2005). "Library 2.0 discussion: Michael Squared". LibraryInBlack.net: resources and discussions for the 'tech-librarians-by-default' among us… December 19. <http://librarianinblack.typepad.com/librarianinblack/2005/12/library_20_disc.html> [Consulta: 16-05-2006].

Kao, S.-C.; Chang, H.-C.; Lin, C.-H. (2003). "Decision support for the academic library acquisition budget allocation via circulation database mining". Information processing and management, no. 39, pp. 133-147. Knowledge discovery and data mining conference (KDD-95). <http://www-aig.jpl.nasa.gov/public/kdd95/> [Consulta: 1-05-2006].

Kohavi, Ron (2001). "Mining e-commerce data: the good, the bad, and the ugly". Conference on Knowledge Discovery in Data Archive: proceedings of the seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. pp. 8-13. <http://doi.acm.org/10.1145/502512.502518> [Consulta: 1-05-2006].

Kohavi, Ron; Provost, Foster (2001). "Applications of data mining to electronic commerce". Data mining and knowledge discovery, January, vol. 5, no. 1-2, pp. 5-10.

Kudyba, Stephan; Hoptroff, Richard (2001). Data mininig and business intelligence: a guide to productivity. Hershey: Idea

Lancaster, Frederick Wilfrid (1993). If you want to evaluate your library… London: Library Association Publishing.

Lavoie, Brian; Dempsey, Lorcan; Silipigni Connaway, Lynn (2006). "Making data work harder". Library journal, January, vol. 131. <http://www.libraryjournal.com/article/CA6298444.html>> [Consulta: 26-04-2006].

Ma, Yiming; Liu, Bing; Wong, Ching Kian; Yu, Philip S.; Lee, Shuik Ming (2000). "Targeting the right students using data mining". Conference on Knowledge Discovery in Data Archive: proceedings of the seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 457-464. <http://doi.acm.org/10.1145/347090.347184> [Consulta: 1-05-2006].

Michail, Amir (2000). "Data mining library reuse patterns using generalized association rules". International Conference on Software Engineering Archive: proceedings of the 22nd International Conference on Software Engineering. pp. 167-176. <http://doi.acm.org/10.1145/337180.337200> [Consulta: 2-05-2006].

Million, Angela C.; Fisher, Kim N. (1998). "Library records: a review of confidentiality laws and policies". The journal of academic librarianship, vol. 11, no. 6, p. 346-349.

Montañà Lacambra, Rosa (2005). "Fuentes estadísticas y bibliotecas: estado de la cuestión". BiD: Textos universitaris de biblioteconomia i documentació, desembre, núm. 15. <http://www2.ub.edu/bid/consulta_articulos.php?fichero=15monta2.htm> [Consulta: 23-08-2006].

Nicholson, Scott (2003). "The bibliomining process: data warehousing and data mining for library decision-making". Information technology and libraries, December, vol. 22, no. 4, pp. 146-151. <http://www.ala.org/ala/lita/litapublications/ital/2204nicholson.htm> [Consulta: 23-08-2006]

Nicholson, Scott (2006). "The basis for bibliomining: frameworks for bringing together usage-based data mining and bibliometrics through data warehousing in digital library services". Information processing & management, vol. 42. iss. 3, May, pp. 785-804. <http://dx.doi.org/10.1016/j.ipm.2005.05.008> [Consulta: 22-08-2006] (ver nota 9).

Nicholson, Scott; Smith, Catherine Arnott (2005). "Using lessons from health care to protect the privacy of library users: guidelines for the de-identification of library data based on HIPAA". En: Andrew Grove (ed.). Proceedings 68th annual meeting of the American Society for Information Science and Technology (ASIST) vol. 42. <http://eprints.rclis.org/archive/00005255/01/Nicholson_Using.pdf> [Consulta: 29-04-2006].

Nicholson, Scott; Stanton, Jeffrey (2003). "Gaining strategic advantage through bibliomining: data mining for management decisions in corporate, special, digital, and traditional libraries". En: Nemati, Hamid R.; Barko, Christopher D. (eds.). Organizational data mining: leveraging enterprise data resources for optimal performance. Hershey, PA: Idea Group Publishing, pp. 247-262 (ver nota 5).

Papatheodorou, Christos; Kapidakis, Sarantos; Sfakakis, Michalis; Vassilou, Alexandra (2003). "Mining user communities in digital libraries". Information technology and libraries, December, vol. 22, no. 4, pp. 152-157.

Ramos Simón, Luis Fernando (2004). "DRM: protección versus accesibilidad de la información digital". Hipertext.net, mayo, núm. 2. <http://www.hipertext.net/web/pag208.htm> [Consulta: 23-08-2006].

Ríos García, Yolanda (1991). "Catálogos en línea de acceso público". Revista española de documentación científica, vol. 14, núm. 2, pp. 121-141.

Sanz Casado, Elías (1994). Manual de estudios de usuarios. Madrid: Fundación Germán Sánchez Ruipérez.

Sharma, Nikhil (2005). The origin of the 'data information knowledge wisdom' hierarchy. <http://www-personal.si.umich.edu/~nsharma/dikw_origin.htm> [Consulta: 1-05-2006].

Surowiecki, James (2004). The wisdom of crowds: why the many are smarter than the few and how collective wisdom shapes business, economies, societies and nations. New York: Doubleday.

Taylor, Mayo; Black, William (2004). "In search of reason: libraries and the USA patriot act". Journal of librarianship and information science, vol. 36, no. 2, pp. 51-54.

Yang, Zhiqiang; Zhong, Sheng; Wright, Rebecca N. (2005). "Anonymity-preserving data collection". Conference on Knowledge Discovery in Data Archive: proceedings of the seventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 334-343. <http://doi.acm.org/10.1145/1081870.1081909> [Consulta: 21-04-2006].

Zeleny, Milan (1987). "Management support systems: towards integrated knowledge management". Human systems management, vol. 7, no. 1, pp. 59-70.

Zwass, Vladimir (1996). "Ethical issues in information systems". En: Kent, Allen; Lancour, Harold. Encyclopedia of library and information science. New York: Marcel Dekker, pp. 175-195.

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