Inf. Process. Manag.最新文献

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How does government microblog affect tourism market value? The perspective of signaling theory 政府微博如何影响旅游市场价值?信号理论的视角
Inf. Process. Manag. Pub Date : 2022-07-01 DOI: 10.1016/j.ipm.2022.102991
Hongzhi Zhu, Fangyun Wang
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引用次数: 8
Building for Tomorrow: Assessing the Temporal Persistence of Text Classifiers 为明天而建:评估文本分类器的时间持久性
Inf. Process. Manag. Pub Date : 2022-05-11 DOI: 10.48550/arXiv.2205.05435
Rabab Alkhalifa, E. Kochkina, A. Zubiaga
{"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}
引用次数: 9
Contributorship in scientific collaborations: The perspective of contribution-based byline orders 科学合作中的贡献:基于贡献的署名顺序的视角
Inf. Process. Manag. Pub Date : 2022-05-01 DOI: 10.1016/j.ipm.2022.102944
Chao Lu, Chenwei Zhang, Chengrui Xiao, Ying Ding
{"title":"Contributorship in scientific collaborations: The perspective of contribution-based byline orders","authors":"Chao Lu, Chenwei Zhang, Chengrui Xiao, Ying Ding","doi":"10.1016/j.ipm.2022.102944","DOIUrl":"https://doi.org/10.1016/j.ipm.2022.102944","url":null,"abstract":"","PeriodicalId":203304,"journal":{"name":"Inf. Process. Manag.","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"118953474","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}
引用次数: 5
Assessing the effectiveness of a three-way decision-making framework with multiple features in simulating human judgement of opinion classification 评估具有多特征的三方决策框架在模拟人类意见分类判断中的有效性
Inf. Process. Manag. Pub Date : 2022-03-01 DOI: 10.1016/j.ipm.2021.102823
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}
引用次数: 5
Video retrieval framework based on color co-occurrence feature of adaptive low rank extracted keyframes and graph pattern matching 基于自适应低秩提取关键帧颜色共现特征和图形模式匹配的视频检索框架
Inf. Process. Manag. Pub Date : 2022-03-01 DOI: 10.1016/j.ipm.2022.102870
Ajay Kumar Mallick, S. Mukhopadhyay
{"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}
引用次数: 3
Improving legal judgment prediction through reinforced criminal element extraction 加强犯罪要素提取,提高法律判决预测能力
Inf. Process. Manag. Pub Date : 2022-01-01 DOI: 10.1016/j.ipm.2021.102780
Yougang Lyu, Zihan Wang, Z. Ren, Pengjie Ren, Zhumin Chen, Xiaozhong Liu, Yujun Li, Hongsong Li, Hongye Song
{"title":"Improving legal judgment prediction through reinforced criminal element extraction","authors":"Yougang Lyu, Zihan Wang, Z. Ren, Pengjie Ren, Zhumin Chen, Xiaozhong Liu, Yujun Li, Hongsong Li, Hongye Song","doi":"10.1016/j.ipm.2021.102780","DOIUrl":"https://doi.org/10.1016/j.ipm.2021.102780","url":null,"abstract":"","PeriodicalId":203304,"journal":{"name":"Inf. Process. Manag.","volume":"46 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":"124465176","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}
引用次数: 19
IoT data visualization for business intelligence in corporate finance 面向企业金融商业智能的物联网数据可视化
Inf. Process. Manag. Pub Date : 2022-01-01 DOI: 10.1016/j.ipm.2021.102736
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}
引用次数: 50
Recommender systems effect on the evolution of users' choices distribution 推荐系统对用户选择分布演化的影响
Inf. Process. Manag. Pub Date : 2022-01-01 DOI: 10.1016/j.ipm.2021.102766
Naieme Hazrati, F. Ricci
{"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}
引用次数: 23
The Business Intelligence impact on the financial performance of start-ups 商业智能对初创企业财务表现的影响
Inf. Process. Manag. Pub Date : 2022-01-01 DOI: 10.1016/j.ipm.2021.102761
Zhihong Huang, K. Savita, Jiang Zhong-jie
{"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}
引用次数: 21
Why do I take deviant disclosure behavior on internet platforms? An explanation based on the neutralization theory 我为什么会在网络平台上采取越轨披露行为?一种基于中和理论的解释
Inf. Process. Manag. Pub Date : 2022-01-01 DOI: 10.1016/j.ipm.2021.102785
Cheng Zhou, Kai Li, Xiaofei Zhang
{"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}
引用次数: 4
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