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Proceedings of the 9th Multidisciplinary International Social Networks Conference最新文献

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Reforming Supply Chain Systems in Metaverse 改革元宇宙中的供应链系统
Proceedings of the 9th Multidisciplinary International Social Networks Conference Pub Date : 2022-10-29 DOI: 10.1145/3561278.3561289
Yu Cui, H. Idota, M. Ota
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引用次数: 3
The Impact of Information Systems for Managing Working Hours on the Autonomy of Telecommuters in Japan 日本工作时间管理信息系统对远程办公自主性的影响
Proceedings of the 9th Multidisciplinary International Social Networks Conference Pub Date : 2022-10-29 DOI: 10.1145/3561278.3561292
Sachiko Yanagihara, H. Koga
{"title":"The Impact of Information Systems for Managing Working Hours on the Autonomy of Telecommuters in Japan","authors":"Sachiko Yanagihara, H. Koga","doi":"10.1145/3561278.3561292","DOIUrl":"https://doi.org/10.1145/3561278.3561292","url":null,"abstract":"Telecommuting Trailed During COVID-19 Pandemic In order to make telecommuting the new normal, it is essential not only to change the legal system and employment contracts, but also to reform organizational processes. This paper focuses on \"perceived autonomy\" in organizational processes. Prior research has demonstrated a positive correlation between telecommuting and perceived autonomy, but it has been difficult to determine what specific factors affect autonomy based on the measurement scale of the questionnaire alone. In this paper, therefore, we conduct a survey of attitudes through unstructured interviews to elucidate the mechanism. To this end, this paper is organized as follows: (1) to review previous studies on telecommuting and identify the advantages and disadvantages of telecommuting that have been identified; (2) to examine changes in the environment and attitudes of telecommuters based on interviews conducted with employed telecommuters; and (3) Examine changes in telecommuters' attitudes toward autonomy.","PeriodicalId":199727,"journal":{"name":"Proceedings of the 9th Multidisciplinary International Social Networks Conference","volume":"70 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127159266","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: 0
Incremental High Fuzzy Utility Itemset Mining 增量高模糊实用项集挖掘
Proceedings of the 9th Multidisciplinary International Social Networks Conference Pub Date : 2022-10-29 DOI: 10.1145/3561278.3561294
T. Hong, Wei-Teng Hung, Wei-Ming Huang, Yu-Chuan Tsai
{"title":"Incremental High Fuzzy Utility Itemset Mining","authors":"T. Hong, Wei-Teng Hung, Wei-Ming Huang, Yu-Chuan Tsai","doi":"10.1145/3561278.3561294","DOIUrl":"https://doi.org/10.1145/3561278.3561294","url":null,"abstract":"In data mining, frequent-pattern mining methods are used for handling binary databases. Utility mining addresses this limitation by considering the item utilities and quantities when discovering the high utility itemsets. In addition, to make these high utility patterns more human-explainable, we use the fuzzy-set theory to the utility mining algorithms. However, real-world databases are usually dynamic. That is, new transactions may be intermittently added, and the corresponding mined knowledge needs to be updated. This paper uses the famous incremental strategy, fast update (FUP), to modify high fuzzy utility itemsets from new coming data. We implement the FUP strategy on the Apriori-based approach for maintaining up-to-date high fuzzy utility itemsets.We also conducted experiments to demonstrate that the incremental algorithm significantly outperforms the Apriori-based batch mining method.","PeriodicalId":199727,"journal":{"name":"Proceedings of the 9th Multidisciplinary International Social Networks Conference","volume":"76 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126175303","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
Proceedings of the 9th Multidisciplinary International Social Networks Conference 第九届多学科国际社会网络会议论文集
Proceedings of the 9th Multidisciplinary International Social Networks Conference Pub Date : 1900-01-01 DOI: 10.1145/3561278
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引用次数: 0
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