{"title":"The similarity between movie scripts using Multilayer Network Laplacian Spectra Descriptor","authors":"Majda Lafhel, L. Abrouk, H. Cherifi, M. Hassouni","doi":"10.1109/COMPENG50184.2022.9905452","DOIUrl":null,"url":null,"abstract":"In this paper, we investigate the performance of the graph distance measure \"Network Laplacian Spectra Descriptor\" in comparing the similarity between movie stories. We rely on a multilayer network model to extract three entities of networks (Characters in Scenes, Dialogue Keywords, Scene Location). Then, we compute the distance between the layers regarding the three aspects. We investigate the effectiveness of the measure using the 3-cycle movies of the Scream Saga.","PeriodicalId":211056,"journal":{"name":"2022 IEEE Workshop on Complexity in Engineering (COMPENG)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE Workshop on Complexity in Engineering (COMPENG)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/COMPENG50184.2022.9905452","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract
In this paper, we investigate the performance of the graph distance measure "Network Laplacian Spectra Descriptor" in comparing the similarity between movie stories. We rely on a multilayer network model to extract three entities of networks (Characters in Scenes, Dialogue Keywords, Scene Location). Then, we compute the distance between the layers regarding the three aspects. We investigate the effectiveness of the measure using the 3-cycle movies of the Scream Saga.
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