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PARALLEL AND DISTRIBUTED ASSOCIATION RULE MINING ALGORITHMS: A RECENT SURVEY 并行和分布式关联规则挖掘算法:最近的调查
INFORMATION MANAGEMENT AND COMPUTER SCIENCE Pub Date : 2019-09-05 DOI: 10.26480/imcs.01.2019.15.24
Sudarsan Biswas, Neepa Biswas, K. Mondal
{"title":"PARALLEL AND DISTRIBUTED ASSOCIATION RULE MINING ALGORITHMS: A RECENT SURVEY","authors":"Sudarsan Biswas, Neepa Biswas, K. Mondal","doi":"10.26480/imcs.01.2019.15.24","DOIUrl":"https://doi.org/10.26480/imcs.01.2019.15.24","url":null,"abstract":"Data investigation is an essential key factor now a days due to rapidly growing electronic technology. It generates a large number of transactional data logs from a range of sources devices. Parallel and distributed computing is a useful approach for enhancing the data mining process. The aim of this research is to present a systematic review of parallel association rule mining (PARM) and distributed association rule mining (DARM) approaches. We have observed that the parallelized nature of Apriori, Equivalence class, Hadoop (MapReduce), and Spark proves to be very efficient in PARM and DARM environment. We conclude that this comprehensive review, references cited in this article will convey foremost hypothetical issues and a guideline to the researcher an interesting research direction. The most important hypothetical issue and challenges include the large size of databases, dimensionality of data, indexing schemes of data in the database, data skewness, database location, load balancing strategies, methods of adaptability in incremental databases and orientation of the database.","PeriodicalId":292564,"journal":{"name":"INFORMATION MANAGEMENT AND COMPUTER SCIENCE","volume":"77 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122765325","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: 1
A SHORT COMMUNICATION ON REVERSE LOGISTICS ROLE IN THE SUPPLY CHAIN 浅谈逆向物流在供应链中的作用
INFORMATION MANAGEMENT AND COMPUTER SCIENCE Pub Date : 2019-08-27 DOI: 10.26480/imcs.01.2019.10.14
N. Phuong
{"title":"A SHORT COMMUNICATION ON REVERSE LOGISTICS ROLE IN THE SUPPLY CHAIN","authors":"N. Phuong","doi":"10.26480/imcs.01.2019.10.14","DOIUrl":"https://doi.org/10.26480/imcs.01.2019.10.14","url":null,"abstract":"With the emergence of e-commerce and rising digital literacy among the consumers, the global logistics industry has been changing significantly in the recent years. Factors such as rising disposable incomes, dual-income households, and constant urbanization have encouraged consumers across both developed and emerging economies to follow upcoming logistics trends. Logistics environment is assessed to become more dynamic, complex, and unstable. Competition is increasing in most markets and more severe than before. Product life is getting shorter, and business conditions are always changing. All these factors force companies to change their business strategy. Companies – large or small, face a lot of new problems, such as Global Logistics (Global Logistics), the diversified appearance of logistics services (3PLs, 4PLs, 5PLs), Logistics e-commerce (E-Logistics), Logistics (Logistics Partnerships) partners, and reverse logistics. The recovery of goods, scraps, and packaging from products that businesses produce are becoming a phenomenon that businesses and logistics companies must face regularly. Especially under severe competitive pressure and the current environmental severe pollution problem, reverse logistics is considered an outstanding solution to help businesses reduce costs, increase revenue, improve qualifications. Service and reduce environmental impact; thereby winning a competitive advantage and excellent performance of corporate social responsibility.","PeriodicalId":292564,"journal":{"name":"INFORMATION MANAGEMENT AND COMPUTER SCIENCE","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-08-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130009302","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
COMMERCIAL COMPLEX INTELLIGENCE AND PROGRAM RESEARCH 商业综合体智能与程序研究
INFORMATION MANAGEMENT AND COMPUTER SCIENCE Pub Date : 2019-04-19 DOI: 10.26480/imcs.01.2019.04.06
Tan Min, Yuan Jiansen, Wei Ming
{"title":"COMMERCIAL COMPLEX INTELLIGENCE AND PROGRAM RESEARCH","authors":"Tan Min, Yuan Jiansen, Wei Ming","doi":"10.26480/imcs.01.2019.04.06","DOIUrl":"https://doi.org/10.26480/imcs.01.2019.04.06","url":null,"abstract":"In view of the technical characteristics, design methods and mainstream application scenarios of the commercial complex, this paper points out the main design solutions of commercial complex intelligent deployment in commercial deployment, including the design ideas, overall architecture and system deployment of commercial deployment Program. At the same time, this article also based on the commercial complex architecture intelligent design and gives the design.","PeriodicalId":292564,"journal":{"name":"INFORMATION MANAGEMENT AND COMPUTER SCIENCE","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128091507","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: 1
A LOOK AT MILLENNIAL ATTITUDES TOWARD AI UTILITY IN THE CLASS 看看千禧一代对课堂上人工智能实用性的态度
INFORMATION MANAGEMENT AND COMPUTER SCIENCE Pub Date : 2019-04-19 DOI: 10.26480/imcs.01.2019.07.09
Ou Zhenilin, H. Xie, Xiaohong Yang, Bojia Pi, Reine De Ciel, R. Zhao
{"title":"A LOOK AT MILLENNIAL ATTITUDES TOWARD AI UTILITY IN THE CLASS","authors":"Ou Zhenilin, H. Xie, Xiaohong Yang, Bojia Pi, Reine De Ciel, R. Zhao","doi":"10.26480/imcs.01.2019.07.09","DOIUrl":"https://doi.org/10.26480/imcs.01.2019.07.09","url":null,"abstract":"","PeriodicalId":292564,"journal":{"name":"INFORMATION MANAGEMENT AND COMPUTER SCIENCE","volume":"398 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115994013","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: 2
OPTIMAL METHODOLOGIES 最优方法
INFORMATION MANAGEMENT AND COMPUTER SCIENCE Pub Date : 2019-02-19 DOI: 10.26480/imcs.01.2019.01.03
Fengwei Li, Xiuqing Gao
{"title":"OPTIMAL METHODOLOGIES","authors":"Fengwei Li, Xiuqing Gao","doi":"10.26480/imcs.01.2019.01.03","DOIUrl":"https://doi.org/10.26480/imcs.01.2019.01.03","url":null,"abstract":"","PeriodicalId":292564,"journal":{"name":"INFORMATION MANAGEMENT AND COMPUTER SCIENCE","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124122273","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
THE INFLUENCE OF COSTS AND SALES VOLUME TOWARDS THE PROFIT OF CIPTA GRAFIKA PRINTING 成本和销售量对数码印刷利润的影响
INFORMATION MANAGEMENT AND COMPUTER SCIENCE Pub Date : 2018-08-01 DOI: 10.26480/IMCS.02.2018.08.13
Sri Suartini, D. Nurdiansyah, S. Haryati
{"title":"THE INFLUENCE OF COSTS AND SALES VOLUME TOWARDS THE PROFIT OF CIPTA GRAFIKA PRINTING","authors":"Sri Suartini, D. Nurdiansyah, S. Haryati","doi":"10.26480/IMCS.02.2018.08.13","DOIUrl":"https://doi.org/10.26480/IMCS.02.2018.08.13","url":null,"abstract":"This research was done in one of the branches of Cipta Grafika Printing located in Broadway Shop area Blok B III No. 17 Galuh Mas – Karawang. The phenomenon happened here was the profit tends to decline within the period of 2010-2016 along with the increase in costs and the decline of sales volume. The aim of this research is to find out the influence of costs and sales volume towards the profit of Cipta Grafika Printing. The method used in this research was the Quantitative Method. This research used multiple linear analysis methods. The data used in this research was secondary data collected from the three-month Financial Statement of Cipta Grafika Printing within the period of 2010-2016. The research finding of the costs toward profit partially showed that the calculated-t value toward the tabulated-t was 6.139 > 2.052. The calculated-t was greater than the tabulated-t; it means that there is an impact of costs towards profit partially. It indicated that calculated-F was greater than tabulated-F which means that there is an impact of costs and sales volume towards profit simultaneously.","PeriodicalId":292564,"journal":{"name":"INFORMATION MANAGEMENT AND COMPUTER SCIENCE","volume":"917 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116415487","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: 1
FACTORS AFFECTING “A” LUXURY BRAND LOYALTY ON CHINESE COLLEGE STUDENTS IN SHANGHAI CITY OF CHINA 影响中国上海大学生“a”奢侈品牌忠诚度的因素
INFORMATION MANAGEMENT AND COMPUTER SCIENCE Pub Date : 2018-08-01 DOI: 10.26480/IMCS.02.2018.14.17
Wei-Pin Dai, Ruihui Pu, Chang-jiang Tang
{"title":"FACTORS AFFECTING “A” LUXURY BRAND LOYALTY ON CHINESE COLLEGE STUDENTS IN SHANGHAI CITY OF CHINA","authors":"Wei-Pin Dai, Ruihui Pu, Chang-jiang Tang","doi":"10.26480/IMCS.02.2018.14.17","DOIUrl":"https://doi.org/10.26480/IMCS.02.2018.14.17","url":null,"abstract":"","PeriodicalId":292564,"journal":{"name":"INFORMATION MANAGEMENT AND COMPUTER SCIENCE","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134454901","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
RESEARCH ON THE TRAINING MODE OF E-BUSINESS PROFESSIONALS UNDER THE BACKGROUND OF NEW RETAILING MODEL 新零售模式背景下的电子商务人才培养模式研究
INFORMATION MANAGEMENT AND COMPUTER SCIENCE Pub Date : 2018-08-01 DOI: 10.26480/imcs.02.2018.21.23
Gao Gongbu, Guo Jianqiang
{"title":"RESEARCH ON THE TRAINING MODE OF E-BUSINESS PROFESSIONALS UNDER THE BACKGROUND OF NEW RETAILING MODEL","authors":"Gao Gongbu, Guo Jianqiang","doi":"10.26480/imcs.02.2018.21.23","DOIUrl":"https://doi.org/10.26480/imcs.02.2018.21.23","url":null,"abstract":"","PeriodicalId":292564,"journal":{"name":"INFORMATION MANAGEMENT AND COMPUTER SCIENCE","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116570848","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
REVIEW OF CONSUMER COGNITION RESEARCH FROM THE EMBODIED COGNITION PERSPECTIVE IN THE CONTEXT OF ONLINE CONSUMPTION 网络消费背景下具身认知视角下的消费者认知研究述评
INFORMATION MANAGEMENT AND COMPUTER SCIENCE Pub Date : 2018-08-01 DOI: 10.26480/IMCS.02.2018.01.07
Song Xiaoqing, W. Lingling
{"title":"REVIEW OF CONSUMER COGNITION RESEARCH FROM THE EMBODIED COGNITION PERSPECTIVE IN THE CONTEXT OF ONLINE CONSUMPTION","authors":"Song Xiaoqing, W. Lingling","doi":"10.26480/IMCS.02.2018.01.07","DOIUrl":"https://doi.org/10.26480/IMCS.02.2018.01.07","url":null,"abstract":"","PeriodicalId":292564,"journal":{"name":"INFORMATION MANAGEMENT AND COMPUTER SCIENCE","volume":"99 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127258926","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
ANALYZING WRITE-AHEAD LOGGING USING DECENTRALIZED INFORMATION 使用分散的信息分析预写日志
INFORMATION MANAGEMENT AND COMPUTER SCIENCE Pub Date : 2018-08-01 DOI: 10.26480/imcs.02.2018.18.20
Fengwei Li, Xiuqing Gao
{"title":"ANALYZING WRITE-AHEAD LOGGING USING DECENTRALIZED INFORMATION","authors":"Fengwei Li, Xiuqing Gao","doi":"10.26480/imcs.02.2018.18.20","DOIUrl":"https://doi.org/10.26480/imcs.02.2018.18.20","url":null,"abstract":"","PeriodicalId":292564,"journal":{"name":"INFORMATION MANAGEMENT AND COMPUTER SCIENCE","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127314304","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
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