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Analytics and Knowledge Management最新文献

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Data Analytics Process: An Application Case on Predicting Student Attrition 数据分析过程:预测学生流失的应用案例
Analytics and Knowledge Management Pub Date : 2018-08-06 DOI: 10.1201/9781315209555-2
D. Delen
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引用次数: 0
Transactional Value Analytics in Organizational Development 组织发展中的交易价值分析
Analytics and Knowledge Management Pub Date : 2018-08-06 DOI: 10.1201/9781315209555-8
C. Stary
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引用次数: 1
Data Analytics for Deriving Knowledge from User Feedback 从用户反馈中获取知识的数据分析
Analytics and Knowledge Management Pub Date : 2018-08-06 DOI: 10.1201/9781315209555-4
K. Chahal, S. Kapur
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引用次数: 0
Analytics Using Machine Learning-Guided Simulations with Application to Healthcare Scenarios 使用机器学习引导的模拟进行分析，并将其应用于医疗保健场景
Analytics and Knowledge Management Pub Date : 2018-08-06 DOI: 10.1201/9781315209555-10
Mahmoud Elbattah, O. Molloy
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引用次数: 2
Fundamentals of Data Science for Future Data Scientists 面向未来数据科学家的数据科学基础
Analytics and Knowledge Management Pub Date : 2018-08-06 DOI: 10.1201/9781315209555-6
Jiangping Chen, B. R. Ayala, Duha Alsmadi, Guonan Wang
{"title":"Fundamentals of Data Science for Future Data Scientists","authors":"Jiangping Chen, B. R. Ayala, Duha Alsmadi, Guonan Wang","doi":"10.1201/9781315209555-6","DOIUrl":"https://doi.org/10.1201/9781315209555-6","url":null,"abstract":"Data have been frequently discussed along with two other concepts: information and knowledge. However, the concept of data seems less ambiguous than that of information or knowledge. Data are considered to be symbols, or raw facts which have not yet been processed (Ackoff, 1989; Coronel, Morris, & Rob, 2012, p.5). In contrast, information has a number of different definitions, such as information as a thing, something informative, a process, or equivalent to knowledge (Buckland, 1991; Losee, 1997; Saracevic, 1999; Madden, 2000). Knowledge also does not have an agreed-upon definition. Davenport and Prusak (1998) viewed knowledge as “a fluid mix of framed experience, values, contextual information, and expert insight that provides a framework for evaluating and incorporating new experiences and information.” (Davenport & Prusak, 1998, p.5).","PeriodicalId":368732,"journal":{"name":"Analytics and Knowledge Management","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130716916","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
Intangible Dynamics: Knowledge Assets in the Context of Big Data and Business Intelligence 无形动力:大数据和商业智能背景下的知识资产
Analytics and Knowledge Management Pub Date : 2018-08-06 DOI: 10.1201/9781315209555-11
G. Erickson, Helen N. Rothberg
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引用次数: 2
Social Media Analytics 社交媒体分析
Analytics and Knowledge Management Pub Date : 2018-08-06 DOI: 10.1201/9781315209555-7
Miyoung Chong, Hsia-Ching Chang
{"title":"Social Media Analytics","authors":"Miyoung Chong, Hsia-Ching Chang","doi":"10.1201/9781315209555-7","DOIUrl":"https://doi.org/10.1201/9781315209555-7","url":null,"abstract":"Course Description Social media plays a key role in campaigns and the daily work of marketing, public relations and advertising researchers and professionals. This class will integrate the growing research in the area with the social media practices in these industries. This class will focus on the three underpinnings of a successful social media activity: Analytics, Listening and Engagement. Analytics: Understanding social media metrics, measurements and evaluations. In studying social media, one objective of this class is to help students make a conceptual shift from thinking about groups of primarily passive audiences to individuals who consume, create and exchange content. This calls for a focus on patterns of interactions among users on social media to identifying communities and influential users within topical contexts. Some of the applications that will be used are Facebook Analytics, Twitter Analytics, Excel and NodeXL (for network analysis). Strategic listening: We will use a range of social media monitoring services and data collection tools to follow targeted social media conversations. This availability of large data requires a strategic and prioritized listening. Strategic listening means monitoring posted content in the context of users’ social interactions, focusing on key users and communities. We will use Brand24 as a social media monitoring/listening tool. Engagement: Students will work throughout the semester to evaluate social media presence and activity of an organization of their choice. Students will study the social media environments of oncampus clients, evaluate the success of their activity and write a report.","PeriodicalId":368732,"journal":{"name":"Analytics and Knowledge Management","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115376145","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
Transforming Knowledge Sharing in Twitter-Based Communities Using Social Media Analytics 利用社交媒体分析改变基于twitter的社区的知识共享
Analytics and Knowledge Management Pub Date : 2018-08-06 DOI: 10.1201/9781315209555-3
Nicholas E. Evangelopoulos, S. Shakeri, Andrea R. Bennett
{"title":"Transforming Knowledge Sharing in Twitter-Based Communities Using Social Media Analytics","authors":"Nicholas E. Evangelopoulos, S. Shakeri, Andrea R. Bennett","doi":"10.1201/9781315209555-3","DOIUrl":"https://doi.org/10.1201/9781315209555-3","url":null,"abstract":"","PeriodicalId":368732,"journal":{"name":"Analytics and Knowledge Management","volume":"91 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115174904","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
Analyzing Data and Words—Guiding Principles and Lessons Learned 分析数据和文字:指导原则和经验教训
Analytics and Knowledge Management Pub Date : 2018-08-06 DOI: 10.1201/9781315209555-12
Denise A. D. Bedford
{"title":"Analyzing Data and Words—Guiding Principles and Lessons Learned","authors":"Denise A. D. Bedford","doi":"10.1201/9781315209555-12","DOIUrl":"https://doi.org/10.1201/9781315209555-12","url":null,"abstract":"","PeriodicalId":368732,"journal":{"name":"Analytics and Knowledge Management","volume":"166 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122425442","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
Knowledge Management for Action-Oriented Analytics 面向行动分析的知识管理
Analytics and Knowledge Management Pub Date : 2018-08-06 DOI: 10.1201/9781315209555-1
J. Edwards, E. Rodriguez
{"title":"Knowledge Management for Action-Oriented Analytics","authors":"J. Edwards, E. Rodriguez","doi":"10.1201/9781315209555-1","DOIUrl":"https://doi.org/10.1201/9781315209555-1","url":null,"abstract":"","PeriodicalId":368732,"journal":{"name":"Analytics and Knowledge Management","volume":"176 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-08-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116006624","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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