Ana Gabriela Maguitman's HomepageAna Gabriela Maguitman's Homepage
Articles in Journals
Cecchini,
R., Lorenzetti, C., Maguitman, A., Brignole, N. B. Multiobjective evolutionary
algorithms for context-based search, Journal of the American Society for
Information Science and
Maguitman,
A. Book Review: Algorithms of the Intelligent Web by Haralambos Marmanis,
Dmitry Babenk. Journal of Computer Science and Technology, Iberoamerican
Science & Technology Education Consortium,
Cecchini,
R., Lorenzetti, C., Maguitman, A. Evolving Disjunctive and Conjunctive Topical
Queries based on Multi-objective Optimization Criteria. Special Issue for the Revista
Iberoamericana de Inteligencia Artificial. Selected papers from ASAI 2009.
AEPIA, 2009. vol. 44 n. - p.14-26.
Lorenzetti, C., Maguitman, A.
A Semi-supervised Incremental Algorithm to
Automatically Formulate Topical Queries. Information Science. Elsevier. 179
(12). 2009.
Cecchini, R., Lorenzetti, C.,
Maguitman, A., Brignole, N. B. Using Genetics Algorithms to Evolve a Population
of Queries. Information Processing &
Management. Elsevier. Elsevier. 44 (6), 2008.
Abi-Haidar, A., Kaur, J., Maguitman,
A., Radivojac, P., Retchsteiner, A., Verspoor, K.,
Wang, Z., and Rocha, L.M. Uncovering protein interaction in abstracts
and text using a novel linear model and word proximity networks. Genome Biology. 9(2). 2008.
Sagui, F., Maguitman, A., Chesñevar,
C., Simari, G. Modeling News Trust: A Defeasible Logic Programming Approach. Special Issue for the Revista Iberoamericana de Inteligencia Artificial.
Selected papers from the VIII WASI. 2008.
Huang, C., Kaur, J., Maguitman, A., Rocha, L.M. Agent-Based Model
of Genotype Editing. Evolutionary Computation, MIT Press. 15(3): 253-89, 2007.
Serrano, M. Á., Maguitman, A., Boguñá,
M., Fortunato, S., and Vespignani, A. “Decoding the structure of the WWW: A
comparative analysis of Web crawls”. ACM Trans. Web.ACM Press. 1(2). August
2007.
Chesñevar, C., Maguitman, A., Simari,
R. Argument-Based Critics and Recommenders: A Qualitative Perspective on User
Support Systems. Journal of Data and
Knowledge Engineering. 59(2), p 293-319. Elsevier. November 2006.
Chesñevar, C., Sabaté M., Maguitman,
A. An Argument-based Decision Support System for Assessing Natural Language
Usage on the Basis of the Web Corpus. Intl.
Journal of Intelligent Systems, Wiley. Vol. 21,
No. 11, pp.1151-1180, Nov. 2006.
Maguitman, A., Menczer, F.,
Erdinc, F., Roinestad, H., Vespignani, A. (2006). Algorithmic Computation and Approximation of Semantic Similarity. World
Wide Web Journal (Special issue with the four best papers of WWW’05), Springer
Science+Business Media B.V. June 2006.
Chesñevar, C., Maguitman, A. (2005).
Combining Argumentation and Web Search Technology: Towards a Qualitative
Approach for Ranking Results. International Journal of Advanced Computational
Intelligence & Intelligent Informatics. 9(1), p 53-60. Fuji Technology
Press Ltd.,
Chesñevar,C., Maguitman, A.,
González, M. P., Cobo L. (2004) Teaching Fundamentals of Computing Theory: A
Constructivist Approach. Journal of Computer Science and Technology (Special
Issue on Education). 4(2), p. 91-97. Iberoamerican Science & Technology
Education Consortium,
Chesñevar, C., Maguitman, A., Loui R.
(2000). Logical Models of Argument. ACM
Computing Surveys. 32 (4), p 337-383. December 2000.
Books and Edited Volumes
Godoy, D.,
Maguitman, A., (2008). Special Issue for the Revista Iberoamericana de
Inteligencia Artificial. Selected papers from the 9th Argentinean Symposium on
Artificial Intelligence. Vol. 12(37). AEPIA, 2008.
Godoy, D., Maguitman, A., (2008).
Special Issue for the Electronic Journal of SADIO. Selected papers from the 9th
Argentinean Symposium on Artificial Intelligence. Vol. 8(1). SADIO, 2008.
Godoy, D., Maguitman, A., (2007).
Proceedings of the 9th Argentinean Symposium on Artificial Intelligence (ASAI
2007). SADIO.
Maguitman, A. (2004). Intelligent
Support for Knowledge Capture and Construction. UMI Dissertation Publishing,
ProQuest Information and Learning.
Book Chapters
Chesñevar, C., Maguitman, A.,
Gonzalez, P. Empowering Recommendation Technologies through Argumentation.
Argumentation in AI. Lecture Notes in Artificial Intelligence. Springer, 2009.
Brena,R. , Maguitman, A., Ramirez,
E. Mining the Internet for Concepts , chapter of Encyclopedia of Data
Warehousing and Mining - 2nd Edition, J. Wang (Ed.), IGI Press, 2008.
Chesñevar,
C., Maguitman, A., Simari, G. Recommender Systems based on Argumentation. In
Emerging Artificial Intelligence Applications in Computer Engineering. Ilias
Maglogiannis, Kostas Karpouzis and John
Soldatos (eds). Series Frontiers in Artificial Intelligence and Applications,
Vol. 160, pp. 53-70. IOS Press,
Wu, L.-S., Akavipat, R., Maguitman,
A., Menczer, F. Adaptive Peer to Peer Social Networks for Distributed Content
Based Web Search. In Social Information Retrieval Systems: Emergent
Technologies and Applications for Searching the Web Effectively, IGI Global,
2007.
Leake, D., Maguitman, A., Reichherzer,
T. Integrating CBR with Knowledge Construction and Extension: Supporting Human
Centered Knowledge Modeling. Case-Based Reasoning in Knowledge Discovery and
Data Mining, S. Pak, D. Aha and K. Gupta Ed. John Wiley & Sons, Inc, In
Press.
Leake, D., Maguitman, A., Reichherzer,
T. (2006). Cases, Context, and Comfort:
Opportunities for Case-Based Reasoning in Smart Environments. Designing Smart
Homes by J.C. Augusto and C.D. Nugent, Springer Verlag, p 109-131.
Chesñevar
C., Maguitman A., Simari G. (2006) Argument-based User Support Systems using Defeasible Logic
Programming. Artificial Intelligence Applications and Innovations. I. Maglogiannis, K. Karpouzis and M. Bramer, Springer
Verlag (IFIP Series) v. 204, p 61-69.
Leake, D., Maguitman, A., Reichherzer,
T. (2005). Exploiting Rich Context: An
Incremental Approach to Context-Based Web Search. CONTEXT 2005. Lectures Notes
in Artificial Intelligence. Springer, p 254-267.
Ekbia, H., Maguitman, A. (2001)
Context and Relevance: A Pragmatic Approach. Modeling and Using Context.
CONTEXT 2001. Lectures Notes in Artificial Intelligence. Springer, p 156-169
International Conferences
Cecchini, R., Lorenzetti, C.,
Maguitman, A. Multi-objective Query Optimization Using Topic Ontologies. FQAS
2009. Flexible Query Answering Systems. LNCS. Springer. Roskilde, Denmark,
2009.
Lorenzetti, C., Maguitman A. Tuning
Topical Queries through Context Vocabulary Enrichment: A Corpus-Based Approach.
QSI 2008. Quantitative Semantic Methods for Internet. LNCS. Springer.
Monterrey, México, 2008.
Bíró, I., Benczúr, A., Szabó, J.,
Maguitman, A. (2008) A Comparative Analysis of Latent Variable Models for Web
Page Classification. LA-WEB
2008. IEEE Press. Vila Velha, Brazil, 2008.
Lorenzetti, C., Maguitman A.
Learning Better Context Characterizations: An Intelligent Information Retrieval
Approach. CLEI 2008. XXXIV Conferencia Latinoamericana de Informática. Santa Fe,
Argentina, 2008.
Abi-Haidar, A., Kaur, J., Maguitman,
A., Radivojac, P., Retchsteiner, A., Verspoor, K., Wang, Z., and Rocha, L.M. Uncovering Protein-Protein Interactions in the Bibliome. Proceedings
of the Second BioCreative Challenge Evaluation Workshop, pp.247-255, Madrid,
Spain, March 2007.
Akavipat, R., Wu, L.-S. , Maguitman,
A., Menczer, F. (2006) Emerging Semantic Communities in Peer Web Search. P2PIR
2006: International Workshop on Information Retrieval in Peer-to-Peer. ACM
Press. Arlington, USA, November 2006.
Chesñevar, C., Maguitman, A., Simari,
G., Argument-Based User Support Systems using Defeasible Logic Programming. Proceedings
of the 3rd Intl. IFIP Conference on Artificial Intelligence Applications &
Innovations (AIAI 2006). pp 61-69. Springer Verlag, Athens, Greece, June 2006.
Rocha, L.M., A. Maguitman, C. Huang,
J. Kaur, and S. Narayanan. (2006). An Evolutionary Model of Genotype Editing.
In: Artificial Life 10: Tenth International Conference on the Simulation and
Synthesis of Living Systems, L.M. Rocha, M. Bedau, D. Floreano, R. Goldstone,
A. Vespignani, and L. Yaeger (Eds.). MIT Press, Bloomington, USA, June 2006.
Maguitman, A. G., Rechtsteiner, A.,
Verspoor, K., Strauss, C.E., Rocha, L.M. (2006). Large-Scale
Testing Of Bibliome Informatics Using Pfam Protein Families. Pacific Symposium on Bioinformatics, Maui,
USA, January 2006.
Stoilova, L., Holloway, T.,
Markines, B., Maguitman, A. and Menczer, F. (2005). GiveALink: Mining a
Semantic Network of Bookmarks for Web Search and Recommendation. Workshop on
Link Discovery: Issues, Approaches and Applications (LinkKDD’05), ACM Press, Chicago,
USA, August 2005.
Maguitman, A., Menczer, F.,
Roinestad, H., Vespignani, A. (2005). Algorithmic
Detection of Semantic Similarity. Proceedings of WWW 2005, Chiba, Japan, May
2005.
Maguitman, A., Leake, D.,
Reichherzer, (2005). Suggesting Novel but Related Topics: Towards Context-Based
Support for Knowledge Model Extension International Conference of Intelligent
User Interfaces (IUI'05). ACM Press. San Diego, USA, January 2005.
Maguitman, A., Leake, D., Reichherzer,
T., Menczer, F. (2004). Dynamic Extraction of Topic
Descriptors and Discriminators: Towards Automatic Context-Based Topic Search.
Proceedings of the Thirteenth Conference on Information and Knowledge
Management (CIKM' 04). ACM Press. Washington, DC, USA, November 2004.
Leake, D., Maguitman, A.,
Reichherzer, T., Cañas, A., Carvalho, M., Arguedas, M., and Eskridge, T. (2004). “Googling” from a concept map:
Towards Automatic Concept-Map-Based Query Formation. Concepts Maps: Theory,
Methodology, Technology. Proceedings of the First Conference on Concept
Mapping. A. J. Cañas, J.D. Novak, F. M. González Ed. Pamplona,
Spain, September 2004.
Cañas, A. J., Carvalho, M.,
Arguedas, M., Leake, D. B., Maguitman, A., Reichherzer, T (2004). Mining the
Web to Suggest Concepts During Concept Map Construction. Concepts Maps: Theory,
Methodology, Technology. Proceedings of the First Conference on Concept
Mapping. A. J. Cañas, J.D. Novak, F. M. González Ed. Pamplona,
Spain, September 2004.
Chesñevar, C., Maguitman, A. (2004).
An Argumentative Approach to Assessing Natural Language Usage based on the Web
Corpus. Proceedings of the European Conference on Artificial Intelligence
(ECAI) 2004. Valencia, Spain, August 2004.
Leake, D., Maguitman, A.,
Reichherzer, T. (2004). Understanding Knowledge Models: Modeling Assessment of
Concept Importance in Concept Maps. Proceedings of CogSci 2004. Mahwah, NJ:
Erlbaum, Chicago, USA, August, 2004.
Chesñevar, C., Maguitman, A.,
Simari, R. (2004). A First Approach to Argument-Based Recommender Systems based on
Defeasible Logic Programming. Proceedings of the International Workshop on Non
Monotonic Reasoning (NMR 2004), Whistler, Canada, June 2004.
Chesñevar, C., Maguitman, A. (2004).
ArgueNet: An Argument-Based Recommender System for Solving Web Search Queries.
Proceedings of the International IEEE Conference on Intelligent Systems (IS
2004). Varna, Bulgaria, June 2004.
Chesñevar, C., González, M. P.,
Maguitman, A. (2004) Didactic Strategies for Promoting Significant Learning in
Formal Languages and Automata Theory. International ACM-ITICSE Conference (Innovation
and Technology in Computer Science Education) ACM Press, New York, Leeds, UK,
June, 2004.
Leake, D., Maguitman, A.,
Reichherzer, T., Cañas, A., Carvalho, M., Arguedas, M., Brenes, S., Eskridge,
T. (2003). Aiding Knowledge Capture by Searching for Extensions of Knowledge
Models. Proceedings of KCAP-2003. ACM Press, Sanibel Island, FL, USA, October
2003.
Leake, D., Maguitman, A.,
Reichherzer, T., (2003) Topic Extraction and Extension to Support Concept
Mapping. Proceedings of FLAIRS-03. AAAI Press, Saint Augustine, FL, USA, May
2003.
Leake, D., Maguitman, A., Cañas, A.
(2002) Assessing Conceptual Similarity to Support Concept Mapping. Proceedings
of FLAIRS-02. AAAI Press, Pensacola, FL, USA, May 2002.
Cañas, A., Leake, D., Maguitman, A.
(2001). Combining Concept Mapping with CBR: Experience-Based Support for
Knowledge Modeling. Proceedings of
FLAIRS-01. AAAI Press. Key West, FL, USA, May 2001
Leake, D., Bauer, T., Maguitman, A.,
Wilson, D. (2000). Capture, Storage and Reuse of Lessons about Information
Resources: Supporting Task-Based Information Search. Proceedings of the AAAI-00 Workshop on
Intelligent Lessons Learned Systems. AAAI Press. Austin, TX, USA, July 2000.
Maguitman, A., Simari, G. (1998).
Rationality Postulates for Relevance Relations. Proceedings of the XVIII
International Conference of the Chilean Computer Science Society. Edited by: IEEE Computer Sciences Series. Antofagasta,
Chile, November, 1998.
Maguitman, A., Simari, G. (1996).On the Use of
Relevance to Characterize Explanations as Abductive Conclusions. Proceedings of
the XVI International Conference of the Chilean Computer Science Society.
Edited by: Marvin V. Zelwoitz and Pablo A. Straub, Valdivia, Chile, November,
1996.
National Conferences
Cecchini, R., Lorenzetti, C., Maguitman,
A. A Multi-Objective Evolutionary Algorithm Approach to Learn Disjunctive and
Conjunctive Topical Queries. ASAI 2009 - 38º JAIIO, Jornadas Argentinas de
Informática e Investigación Operativa. Mar del Plata, Argentina, 2009.
Gallo, Cristian A., Maguitman, Ana
G. Carballido, Jessica, Ponzoni, Ignacio. Biclustering in Data Mining Using a
Memetic Multi-Objective Evolutionary Algorithm. CACIC 2008: XIV Congreso Argentino de Ciencias de la Computación. La
Rioja (Argentina), 6 al 10 de Octubre de 2008.
Cecchini, R., Lorenzetti, C., Maguitman,
A., Brignole, N. B. Searching the Web in
Context: Genetic Algorithms for Exploring Query Space. SSI 2007 (5º Simposio sobre la Sociedad de la Información), 36º JAIIO,
Jornadas Argentinas de Informática e Investigación Operativa. Mar del Plata, 27-31 de Agosto de 2007.
Cecchini, R., Lorenzetti, C., Maguitman,
A., Brignole, N. B. Genetic Algorithms for
Topical Web Search: A Study of Different Mutation Rates. VIII WASI: VIII Workshop de Agentes y Sistemas
Inteligentes – CACIC 2007: XIII Congreso Argentino de Ciencias de la
Computación. Resistencia (Argentina), 1 al 5 de
Octubre de 2007.
Sagui, F., Maguitman, A., Chesñevar,
C., Simari, G. An Argument-Based Approach to Cope with Trust and Pluralism in
Web News Reports. – CACIC 2007: XIII Congreso Argentino de Ciencias de la
Computación. Resistencia (Argentina), 1 al 5 de Octubre de 2007.
Lorenzetti,
C., Cecchini, R., Maguitman, A,. Intelligent Methods for Information Access in
Context: The Role of Topic Descriptors and Discriminators. VIII WASI: VIII Workshop de Agentes y Sistemas
Inteligentes – CACIC 2007: XIII Congreso Argentino de Ciencias de la
Computación. Corrientes y Resistencia
(Argentina), 1 al 5 de Octubre de 2007.
Cecchini, R., Lorenzetti, C., Maguitman,
A., Algoritmos Genéticos Para la
Búsqueda Web basada en Contextos Temáticos. WICC 2007: IX Workshop de
Investigadores en Ciencias de la Computación. Trelew
(Argentina), 3 al 4 de Mayo de 2007.
Sagui,
F., Maguitman, A., Simari, G.. Arquitectura de un Gestor de Noticias. IX
Workshop de Investigadores en Ciencias de la Computación.Nacional. 4 de mayo
de 2007. UNPSJB, Argentina.
Lorenzetti, C., Sagui, F.,
Maguitman, A., Simari, G., Chesñevar C. (2006) Incremental Methods for
Context-Based Web Retrieval. XII
Congreso Argentina de Ciencias de la Computación (CACIC), Argentina, Octubre 2006.
Chesñevar, C., Lorenzetti,
C., Maguitman, A., Sagui, F., Simari, G. (2006) Exploiting User Context and
Preferences for Intelligent Web Search WIIC'06 (Workshop de Investigadores en Ciencias
de la Computación). Morón, Mayo 2006.
Chesñevar ,C., Maguitman ,A.,
González, M. P., Cobo L. (2003) Tecnología Informática en un curso de Lenguajes
Formales y Teoría de Autómatas: Un Enfoque Constructivista. Proceedings of
CACIC'03 (Congreso Argentino de Ciencias de la Computación) Buenos Aires,
Argentina, October 2003.
Falappa, M., Maguitman, A. (1999).
Belief Revision and Relevance. Proceedings
of WIIC'99 (Workshop de Investigadores en
Ciencias de la Computación). San Juan,
Mayo,1999.
Falappa, M., Maguitman, A. (1999). Notions of
Relevance for Modeling the Dynamics of Belief. Proceedings of CACIC'99 (Congreso Argentino de Ciencias de la
Computación).Tandil, October, 1999.
Maguitman, A., Delrieux, C.
(1995). Planificación de Procesos para la Interpretación de Programación en
Lógica Concurrente en Prolog Secuencial.
Proceedings of CACIC'95 (Congreso Argentino de Ciencias de la
Computación). Universidad Nacional del Sur, Bahía
Blanca. October, 1995.
Maguitman, A., Simari, G. (1995).Sobre el Uso
de la Analogía como Medio de Inferencia. 24 Jornadas Argentinas de Informática
e Investigación Operativa (JAIIO). Ciudad Universitaria, Buenos Aires. August, 1995.