2024-03-28T15:09:38Zhttps://eprints.lib.hokudai.ac.jp/dspace-oai/requestoai:eprints.lib.hokudai.ac.jp:2115/639522022-11-17T02:08:08Zhdl_2115_20053hdl_2115_145Emotion Prediction System for Japanese Language Considering Compound Sentences, Double Negatives and Adverbs1000080396316Rzepka, RafalTakizawa, Mitsuru1000050202742Araki, Kenjiopen access007In this paper we introduce an algorithm that is ca- pable of recognizing emotions of user’s statements in order to achieve more effective and smoother human-machine conversation. Many studies of the emotion recognition have been actively conducted in order to quantify affect, but it is rather difficult to recognize it from more complicated sentences, often having double negatives. We describe our enhancements of emotion recognizer by combin- ing emotive expressions lexicon, web-mining tech- niques, processing compound sentences, and ad- verb weighting for emotiveness degree modifica- tion. The effectiveness of the proposed algorithm for recognizing more complicated sentences was confirmed through evaluation experiments which results are also introduced.IJCAI2016-07engconference paperVoRhttp://hdl.handle.net/2115/63952Proceedings of Language Sense on Computers IJCAI 2016 WorkshopInternational Joint Conference on Artificial Intelligence25New York City, New YorkUSAhttps://eprints.lib.hokudai.ac.jp/dspace/bitstream/2115/63952/1/Emotion%20Prediction%20System%20for%20Japanese%20Language%20Considering%20Compound%20Sentences%2c%20Double%20Negatives%20and%20Adverbs.pdfapplication/pdf353.74 KB2016-07