{"pk":26743,"title":"Re-presenting a Story by Emotional Factors using Sentiment Analysis Method","subtitle":null,"abstract":"Remembering events is affected by personal emotional status. We examined the psychological status, personalfactors, and social factor of undergraduate students (N=64) and got summaries of a story, Chronicle of a Death Foretold fromthem. As transfer learning, we collected 38,265 movie review data to train a sentimental analysis model based on convolutionalneural network, using the model to score each summary. The results of CES-D and PANAS show the relationship betweenemotion and memory retrieval; depressed people have shown a tendency of representing a story more negatively, and seemedless expressive. People with full of emotion have retrieved their memory more expressively, using more negative words. Thecontributions of this study can be summarized as follows: First, we lighten the relationship between emotion and its effects onstoring or retrieving memories. Second, we suggest objective methods to evaluate the intensity of emotion in words, using asentimental analysis model.","language":"eng","license":{"name":"","short_name":"","text":null,"url":""},"keywords":[],"section":"Member Abstracts","is_remote":true,"remote_url":"https://escholarship.org/uc/item/6j30z2wf","frozenauthors":[{"first_name":"Hwiyeol","middle_name":"","last_name":"Jo","name_suffix":"","institution":"Seoul National University","department":""},{"first_name":"Yohan","middle_name":"","last_name":"Moon","name_suffix":"","institution":"Sungkyunkwan University","department":""},{"first_name":"Jongin","middle_name":"","last_name":"Kim","name_suffix":"","institution":"Seoul National University","department":""},{"first_name":"Jeong","middle_name":"","last_name":"Ryu","name_suffix":"","institution":"Yonsei University","department":""}],"date_submitted":null,"date_accepted":null,"date_published":"2016-01-01T18:00:00Z","render_galley":null,"galleys":[{"label":"PDF","type":"pdf","path":"https://journalpub.escholarship.org/cognitivesciencesociety/article/26743/galley/16379/download/"}]}