Publications

Book Chapters

  • (2012) Recognition of Software Design Patterns from the Interaction of a User with a CASE Tool (Juan Silva Logroño, Luis Berdún, Marcelo Armentano and Analía Amandi). In New Horizons in Creative Open Software, Multimedia, Human Factors and Software Engineering, Vol. 2, Chapter 5, pp. 55-66.  Blue Herons Editions.  Francisco V. C. Ficarra, Kim H. Veltman, Jacqueline Alma, Miguel C. Ficarra, Mary Brie, Jim Carré, and Andreas Kratky (Eds.) ISBN: 978-88-96471-01-2. doi:10.978.8896471/012

Articles in Journals

ISI indexed

  • (2017) Classification of collaborative behavior from free text interactions (Franco Berdun, Marcelo Armentano, Luis Berdun and Martin Mineo). In Computers & Electrical Engineering. In press. Elsevier. ISSN: 0045-7906. doi:10.1016/j.compeleceng.2017.07.015
  • (2017) Genre Classification of Symbolic Pieces of Music (Marcelo Armentano, Walter A. De Noni and Hernán F. Cardoso). In Journal of Intelligent Information SystemsVolume 48, Issue 3, pp 579–599. Springer. ISSN: 0925-9902. doi:10.1007/s10844-016-0430-7 Read it!
  • (2016) A Steady-State Evolutionary Algorithm for Building Collaborative Learning Teams in Educational Environments Considering the Understanding Levels and Interest Levels of the Students (Virginia Yannibelli, Marcelo Armentano, Franco Berdun and Analía Amandi). In Journal of Universal Computer Science, Volume 22, Issue 10, pp 1298-1318.  ISSN 0948-695x. Online Edition: ISSN 0948-6968. doi: 10.3217/jucs-022-10-1298
  • (2016) Social Group Recommendation in the Tourism Domain (Ingrid Christensen, Silvia Schiaffino and Marcelo Armentano). In Journal of Intelligent Information Systems, Volume 47, Issue 2, pp 209–231. Special Issue on Analyzing and Mining Social Networks for Decision Support and Recommender Systems. Springer. ISSN: 0925-9902. doi: 10.1007/s10844-016-0400-0
  • (2014) Enhancing the experience of users regarding the email classification task using labels (Marcelo Armentano and Analía Amandi). In Knowledge-Based Systems, Vol. 71, November 2014, pp. 227-237. Elsevier. ISSN: 0950-7051. doi: 10.1016/j.knosys.2014.08.007
  • (2014) NLP-Based Faceted Search: Experience in the Development of a Science and Technology Search Engine (Marcelo Armentano, Daniela Godoy, Marcelo Campo and Analía Amandi). In Expert Systems With Applications, Vol. 41, Issue 6, pp. 2886 - 2896. Elsevier. ISSN: 0957-4174. doi: 10.1016/j.eswa.2013.10.023
  • (2013) Followee Recommendation based on Text Analysis of Micro-blogging Activity (Marcelo Armentano, Daniela Godoy and Analía Amandi). In Information Systems, Vol. 38, Issue 8 (November 2013), pp. 1116-1127. Elsevier. ISSN: 0306-4379. doi: 10.1016/j.is.2013.05.009
  • (2012) Topology-based recommendation of users in micro-blogging communities (Marcelo Armentano, Daniela Godoy and Analía Amandi). In Journal of Computer Science and Technology, Special Issue on Data Mining on Social Networks and Social Web, Vol. 27, Issue 3, pp. 624-634. Springer. ISSN: 1000-9000. doi: 10.1007/s11390-012-1249-5
  • (2012) Modeling sequences of user actions for statistical goal recognition. (Marcelo Armentano, Analía Amandi). In User Modeling and User Adapted Interaction, Vol. 22, Issue 3, pp. 281-311. Springer. ISSN: 0924-1868 (Print), 1573-1391 (Online). doi: 10.1007/s11257-011-9103-y Read it!
  • (2011) Personalized Detection of User Intentions. (Marcelo Armentano, Analía Amandi). In Knowledge Based Systems Vol. 24, Issue 8 (2011), pp. 1169-1180. Elsevier. ISSN: 0950-7051. doi:10.1016/j.knosys.2011.04.020
  • (2010) Building respectful interface agents. (Silvia Schiaffino, Marcelo Armentano, Analía Amandi). In International Journal of Human-Computer Studies, Vol. 68 (2010) pp. 209-222. Elsevier. ISSN: 1071-5819.doi:10.1016/j.ijhcs.2009.12.002
  • (2009) A Framework for Attaching Personal Assistants to Existing Applications. (Marcelo G. Armentano and Analía Amandi). In Computer Languages, Systems & Structures, Vol. 35, Issue 4 (2009), pp. 448-463. Elsevier. ISSN: 1477-8424. doi: 10.1016/j.cl.2008.11.002
  • (2007) Plan Recognition for Interface Agents, State of the art. (Marcelo G. Armentano y Analía Amandi). In Artificial Intelligence Review. Vol. 28, Issue2 (2007), pp. 131-162. Springer. ISSN: 0269-2821. doi:10.1007/s10462-009-9095-8 Read it!
  • (2006) Personal Assistants: Direct Manipulation vs. Mixed Initiative Interfaces. (Marcelo Armentano, Daniela Godoy, Analía Amandi). In International Journal of Human-Computer Studies, Vol. 64, Issue 1, pp 27-35, 2006. Elsevier. ISSN: 1071-5819. doi:10.1016/j.ijhcs.2005.06.001

Other journals

  • (2015) "Applying the Technology Acceptance Model to Evaluation of Recommender Systems" (Marcelo G. Armentano, Ingrid Christensen and Silvia Schiaffino). In Polibits, Vol. 51, n° 1, pp.73-79. Center for Technological Design and Development in Computer Science. 2015. ISSN: 1870-9044.
  • (2010) “Argentine Symposium on Artificial Intelligence”, Marcelo Armentano and Pablo Granito, The Reasoner Volumen 4 Number 10, ISSN 1757-0522, October 2010, (without Ref).
  • (2006) Un enfoque bayesiano de reconocimiento de planes para agentes de interfaz. (Marcelo Armentano y Analía Amandi). In Inteligencia Artificial, Revista Iberoamericana de I.A. edited by Asociación Española para la Inteligencia Artificial (ISSN: 1137-3601 © AEPIA), Vol. 10, Nº 32, pp. 37-45.
  • (2004) Connecting Web Applications with Interface Agents. (Analía Amandi y Marcelo Armentano). In Special Issue on Internet Agents for the International Journal of Web Engineering and Technology, Vol. 1, Nº4, (2004) pp.454-470. Interscience. ISSN: 1476-1289. doi: 10.1504/IJWET.2004.006270
  • (2003) Intelligent Agents for Distance Learning. (Analía Amandi, Marcelo Campo, Marcelo Armentano, Luis Berdún). In Informatics in Education, Vol. 2 (2003), pp. 1-20, Institute of Mathematics and Informatics, Vilnius. ISSN: 1648-5831.

LNCS/LNAI

Articles in Conference Proceedings

International

National

  • (2015) Clasificación de Conductas Colaborativas a Partir de Interacciones Textuales. (Matías Cincunegui, Franco Berdun, Marcelo Armentano and Analía Amandi). In Proceedings of ASAI 2015, Argentine Symposium on Artificial Intelligence, (44° Argentine Conference on Computer Sciencie), pp 160-167. ISSN 2451-7585. 31 de agosto al 4 de septiembre. Universidad Nacional de Rosario, Rosario, Argentina
  • (2014) Inducción de preferencias a partir del contexto de elección del usuario en filtrado colaborativo. (Roberto Abalde and Marcelo Armentano). In "Proceedings of ASAI'14", Argentine Symposium on Artificial Intelligence, (43° Argentine Conference on Computer Sciencie). ISSN: 1850-2784, pp. 83-90. September 1-5, 2014.Universidad de Palermo, Buenos Aires, Argentina.
  • (2011) Un enfoque para la generación de Plan Corpus con un Algoritmo de Planning. (Juan Francisco Silva Logroño, Luis Berdún, Marcelo Armentano, Analia Amandi). In "Proceedings of ASAI'11", Argentine Symposium on Artificial Intelligence, (40° Argentine Conference on Computer Sciencie and Operational Research). ISSN: 1850-2784, pp. 168-179. August 29th to September 2rd 2011, Universidad Tecnológica Nacional, Facultad Regional de Córdoba, Córdoba, Argentina.
  • (2010) Análisis de secuencias discretas para la detección de Patrones de Diseño de Software. (Juan Francisco Silva Logroño, Luis Berdún, Marcelo Armentano, Analia Amandi). In "Proceedings of ASAI'10", Argentine Symposium on Artificial Intelligence, (39° Argentine Conference on Computer Sciencie and Operational Research). ISSN: 1850-2784, pp. 114-125. August 30th to September 3rd 2010, Universidad Nacional de la Empresa, Buenos Aires, Argentina.
  • (2006) A Bayesian Networks Approach to Plan Recognition for Interface Agents. (Marcelo Armentano and Analía Amandi). In “Proceedings of ASAI'06”, Argentine Symposium on Artificial Intelligence, JAIIO'06 (35° Argentine Conference on Computer Sciencie and Operational Research). ISSN: 1850-2784. September 4 and 5, 2006, Centro de Congresos y Exposiciones Gobernador Emilio Civit, Mendoza, Argentina.
  • (2004) An empirical study in agent-based interfaces issues. (Marcelo Armentano, Daniela Godoy y Analía Amandi). In Proceedings of ASAI'04,Argentine Symposium on Artificial Intelligence, JAIIO'04 (33° Argentine Conference on Computer Sciencie and Operational Research). September 20-24 2004, Universidad Nacional de Córdoba, Córdoba, Argentina.
  • (2003) Agents Detecting User´s Intention. (Marcelo Armentano y Analía Amandi). In Proceedings of ASAI’03, Argentine Symposium on Artificial Intelligence, JAIIO'03 (32° Argentine Conference on Computer Sciencie and Operational Research). September 3-5 2003, Buenos Aires, Argentina.

Articles in Workshops

International

National

  • (2003) El proyecto AGUSINA. (Marcelo Armentano y Rubén Mansilla) InProceedings of WICC2003, Workshop de Investigadores en Ciencias de la Computación, May 22 and 23, 2003, Tandil, Argentina.

Edited Proceedings

  • (2016) Proceedings of the 2nd International Workshop on Social Influence Analysis. Marcelo Armentano, Ariel Monteserin, Jie Tang, Virginia Yannibelli (Eds). CEUR Workshop Proceedings, Vol. 1622. Available online at: http://ceur-ws.org/Vol-1622/
  • (2015) Proceedings of the 1st International Workshop on Social Influence Analysis. Marcelo Armentano, Ariel Monteserin, Jie Tang, Virginia Yannibelli (Eds). CEUR Workshop Proceedings, Vol. 1398. Available online at: http://ceur-ws.org/Vol-1398/

Research Reports

  • (2008) Recognition of User Intentions with Variable Order Markov Models – PhD Thesis -  PhD in Computer Science – Universidad Nacional del Centro de la Pcia. de Bs. As. – December 2008 [Download datasets]
  • (2006) A Bayesian Model for the Detection of User Intentions by Interface Agents - Master Thesis -  Master in System Engineering - Universidad Nacional del Centro de la Pcia. de Bs. As. - November 2006
  • (2005) Approaches to plan recognition - Qualification Exam - PhD in Computer Science, Fac. Cs. Exactas, Universidad Nacional del Centro de la Pcia. de Bs. As.- September 2005
  • (2004) A Bayesian Intention Model for Plan Recognition - Master Thesis Proposal - Maestría en Ingeniería de Sistemas - UNCPBA - September 2004