6533b862fe1ef96bd12c6ed8

RESEARCH PRODUCT

A Conversational Agent Based on a Conceptual Interpretation of a Data Driven Semantic Space

Giovanni PilatoFrancesco AgostaroGiorgio VassalloAgnese AugelloSalvatore Gaglio

subject

business.industryLatent semantic analysisComputer scienceInterpretation (philosophy)Conceptual spaceSpace (commercial competition)computer.software_genreSemanticsExpert systemIntelligent agentKnowledge baseArtificial intelligenceUser interfaceDialog systembusinesscomputerLSA framework e-learning platforms research engines e-commerceNatural language processing

description

In this work we propose an interpretation of the LSA framework which leads to a data-driven “conceptual” space creation suitable for an “intuitive” conversational agent. The proposed approach allows overcoming the limitations of traditional, rule-based, chat-bots, leading to a more natural dialogue.

http://hdl.handle.net/10447/13163