TY - GEN
T1 - Integration of a methodology for cluster-based retrieval in jcolibri
AU - Fornells, Albert
AU - Recio-García, Juan Antonio
AU - Díaz-Agudo, Belén
AU - Golobardes, Elisabet
AU - Fornells, Eduard
PY - 2009
Y1 - 2009
N2 - One of the key issues in Case-Based Reasoning (CBR) systems is the efficient retrieval of cases when the case base is huge and/or it contains uncertainty and partial knowledge. Although many authors have focused on proposing case memory organizations for improving the retrieval performance, there is not any free open source framework which offers this kind of capabilities. This work presents a plug-in called Thunder for the jcolibri framework. Thunder provides a methodology integrated in a graphical environment for managing the case retrieval from cluster based organizations. A case study based on tackling a Textual CBR problem using Self-Organizing Maps as case memory organizing technique is successfully tested.
AB - One of the key issues in Case-Based Reasoning (CBR) systems is the efficient retrieval of cases when the case base is huge and/or it contains uncertainty and partial knowledge. Although many authors have focused on proposing case memory organizations for improving the retrieval performance, there is not any free open source framework which offers this kind of capabilities. This work presents a plug-in called Thunder for the jcolibri framework. Thunder provides a methodology integrated in a graphical environment for managing the case retrieval from cluster based organizations. A case study based on tackling a Textual CBR problem using Self-Organizing Maps as case memory organizing technique is successfully tested.
KW - CBR Tools
KW - Case Memory Organization
KW - Cluster Based Memory
KW - JCOLIBRI
KW - Soft Case-Based Reasoning
KW - Textual CBR
UR - http://www.scopus.com/inward/record.url?scp=70350364878&partnerID=8YFLogxK
U2 - 10.1007/978-3-642-02998-1_30
DO - 10.1007/978-3-642-02998-1_30
M3 - Conference contribution
AN - SCOPUS:70350364878
SN - 3642029973
SN - 9783642029974
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 418
EP - 433
BT - Case-Based Reasoning Research and Development - 8th International Conference on Case-Based Reasoning, ICCBR 2009, Proceedings
T2 - 8th International Conference on Case-Based Reasoning, ICCBR 2009
Y2 - 20 July 2009 through 23 July 2009
ER -