Affect Sensing in Metaphorical Phenomena and Dramatic Interaction Context

Metaphorical interpretation and affect detection using context profiles from open-ended text input are challenging in affective language processing field. In this paper, we explore recognition of a few typical affective metaphorical phenomena and context-based affect sensing using the modeling of speakers' improvisational mood and other participants' emotional influence to the speaking character under the improvisation of loose scenarios. The overall updated affect detection module is embedded in an AI agent. The new developments have enabled the AI agent to perform generally better in affect sensing tasks. The work emphasizes the conference themes on affective dialogue processing, human-agent interaction and intelligent user interfaces.

[1]  Elisabeth André,et al.  Planning Small Talk behavior with cultural influences for multiagent systems , 2011, Comput. Speech Lang..

[2]  Barry Crabtree,et al.  E-Drama: Facilitating Online Role-play using an AI Actor and Emotionally Expressive Characters , 2009, Int. J. Artif. Intell. Educ..

[3]  Hugo Liu,et al.  ConceptNet — A Practical Commonsense Reasoning Tool-Kit , 2004 .

[4]  Mitsuru Ishizuka,et al.  Assessing Sentiment of Text by Semantic Dependency and Contextual Valence Analysis , 2007, ACII.

[5]  Li Zhang,et al.  Exploitation of Contextual Affect-Sensing and Dynamic Relationship Interpretation , 2010, CIE.

[6]  J. Barnden Metaphor, Semantic Preferences and Context-Sensitivity , 2007 .

[7]  Rosa Gil,et al.  Towards an Ontology for Describing Emotions , 2008, WSKS.

[8]  D. Sperber,et al.  Relevance: Communication and cognition, 2nd ed. , 1995 .

[9]  Anthony C. Boucouvalas,et al.  Text-to-Emotion Engine for Real Time Internet Communication , 2002 .

[10]  Andrea Esuli,et al.  Determining Term Subjectivity and Term Orientation for Opinion Mining , 2006, EACL.

[11]  Ruth Aylett,et al.  Unscripted narrative for affectively driven characters , 2005, IEEE Computer Graphics and Applications.

[12]  Christiane Fellbaum,et al.  Book Reviews: WordNet: An Electronic Lexical Database , 1999, CL.

[13]  A. Ortony,et al.  Metaphorical Uses of Language in the Expression of Emotions , 1987 .

[14]  Z. Kövecses,et al.  Are there any emotion-specific metaphors? , 1998 .

[15]  John Millar Carroll,et al.  Proceedings of the 1st world summit on The Knowledge Society: Emerging Technologies and Information Systems for the Knowledge Society , 2008 .

[16]  山賀 睦夫 2.バーチャルリアリティによるゴリラの生態学習システム( IEEE Computer Graphics and Applications) , 1998 .

[17]  Mark Stevenson,et al.  Words and Intelligence II: Essays in Honor of Yorick Wilks , 2007 .

[18]  程东峰,et al.  Wilson病与肝移植 , 2004 .

[19]  D. Sperber,et al.  Relevance: Communication and Cognition , 1989 .

[20]  C. Fellbaum An Electronic Lexical Database , 1998 .

[21]  Ted Briscoe,et al.  Robust Accurate Statistical Annotation of General Text , 2002, LREC.

[22]  Pawel Dybala,et al.  Towards Context Aware Emotional Intelligence in Machines: Computing Contextual Appropriateness of Affective States , 2009, IJCAI.