RT Journal Article T1 Developing enhanced conversational agents for social virtual worlds A1 Griol Barres, David A1 Sanchis de Miguel, María Araceli A1 Molina López, José Manuel A1 Callejas, Zoraida AB In This Paper, We Present A Methodology For The Development Of Embodied Conversational Agents For Social Virtual Worlds. The Agents Provide Multimodal Communication With Their Users In Which Speech Interaction Is Included. Our Proposal Combines Different Techniques Related To Artificial Intelligence, Natural Language Processing, Affective Computing, And User Modeling. A Statistical Methodology Has Been Developed To Model The System Conversational Behavior, Which Is Learned From An Initial Corpus And Improved With The Knowledge Acquired From The Successive Interactions. In Addition, The Selection Of The Next System Response Is Adapted Considering Information Stored Into User'S Profiles And Also The Emotional Contents Detected In The User'S Utterances. Our Proposal Has Been Evaluated With The Successful Development Of An Embodied Conversational Agent Which Has Been Placed In The Second Life Social Virtual World. The Avatar Includes The Different Models And Interacts With The Users Who Inhabit The Virtual World In Order To Provide Academic Information. The Experimental Results Show That The Agent'S Conversational Behavior Adapts Successfully To The Specific Characteristics Of Users Interacting In Such Environments. PB Elsevier SN 0925-2312 YR 2019 FD 2019-08-18 LK https://hdl.handle.net/10016/33479 UL https://hdl.handle.net/10016/33479 LA eng NO Work partially supported by the Spanish CICyT Projects under grant TRA2015-63708-R and TRA2016-78886-C3-1-R. DS e-Archivo RD 27 jul. 2024