{"title":"How does government microblog affect tourism market value? The perspective of signaling theory","authors":"Hongzhi Zhu, Fangyun Wang","doi":"10.1016/j.ipm.2022.102991","DOIUrl":"https://doi.org/10.1016/j.ipm.2022.102991","url":null,"abstract":"","PeriodicalId":203304,"journal":{"name":"Inf. Process. Manag.","volume":"105 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120560050","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Building for Tomorrow: Assessing the Temporal Persistence of Text Classifiers","authors":"Rabab Alkhalifa, E. Kochkina, A. Zubiaga","doi":"10.48550/arXiv.2205.05435","DOIUrl":"https://doi.org/10.48550/arXiv.2205.05435","url":null,"abstract":"Performance of text classification models tends to drop over time due to changes in data, which limits the lifetime of a pretrained model. Therefore an ability to predict a model's ability to persist over time can help design models that can be effectively used over a longer period of time. In this paper, we provide a thorough discussion into the problem, establish an evaluation setup for the task. We look at this problem from a practical perspective by assessing the ability of a wide range of language models and classification algorithms to persist over time, as well as how dataset characteristics can help predict the temporal stability of different models. We perform longitudinal classification experiments on three datasets spanning between 6 and 19 years, and involving diverse tasks and types of data. By splitting the longitudinal datasets into years, we perform a comprehensive set of experiments by training and testing across data that are different numbers of years apart from each other, both in the past and in the future. This enables a gradual investigation into the impact of the temporal gap between training and test sets on the classification performance, as well as measuring the extent of the persistence over time.","PeriodicalId":203304,"journal":{"name":"Inf. Process. Manag.","volume":"81 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132166385","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
L. Subhashini, Yuefeng Li, Jinglan Zhang, Ajantha S Atukorale
{"title":"Assessing the effectiveness of a three-way decision-making framework with multiple features in simulating human judgement of opinion classification","authors":"L. Subhashini, Yuefeng Li, Jinglan Zhang, Ajantha S Atukorale","doi":"10.1016/j.ipm.2021.102823","DOIUrl":"https://doi.org/10.1016/j.ipm.2021.102823","url":null,"abstract":"","PeriodicalId":203304,"journal":{"name":"Inf. Process. Manag.","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"118053387","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Video retrieval framework based on color co-occurrence feature of adaptive low rank extracted keyframes and graph pattern matching","authors":"Ajay Kumar Mallick, S. Mukhopadhyay","doi":"10.1016/j.ipm.2022.102870","DOIUrl":"https://doi.org/10.1016/j.ipm.2022.102870","url":null,"abstract":"","PeriodicalId":203304,"journal":{"name":"Inf. Process. Manag.","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"118726368","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Cuili Shao, Yonggang Yang, Sapna Juneja, Tamizharasi G. Seetharam
{"title":"IoT data visualization for business intelligence in corporate finance","authors":"Cuili Shao, Yonggang Yang, Sapna Juneja, Tamizharasi G. Seetharam","doi":"10.1016/j.ipm.2021.102736","DOIUrl":"https://doi.org/10.1016/j.ipm.2021.102736","url":null,"abstract":"","PeriodicalId":203304,"journal":{"name":"Inf. Process. Manag.","volume":"44 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127598120","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Recommender systems effect on the evolution of users' choices distribution","authors":"Naieme Hazrati, F. Ricci","doi":"10.1016/j.ipm.2021.102766","DOIUrl":"https://doi.org/10.1016/j.ipm.2021.102766","url":null,"abstract":"","PeriodicalId":203304,"journal":{"name":"Inf. Process. Manag.","volume":"2016 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"118220680","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Business Intelligence impact on the financial performance of start-ups","authors":"Zhihong Huang, K. Savita, Jiang Zhong-jie","doi":"10.1016/j.ipm.2021.102761","DOIUrl":"https://doi.org/10.1016/j.ipm.2021.102761","url":null,"abstract":"","PeriodicalId":203304,"journal":{"name":"Inf. Process. Manag.","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124967664","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Why do I take deviant disclosure behavior on internet platforms? An explanation based on the neutralization theory","authors":"Cheng Zhou, Kai Li, Xiaofei Zhang","doi":"10.1016/j.ipm.2021.102785","DOIUrl":"https://doi.org/10.1016/j.ipm.2021.102785","url":null,"abstract":"","PeriodicalId":203304,"journal":{"name":"Inf. Process. Manag.","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126771214","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}