Most of the previous studies on mining association rules are on mining intratransaction associations, i.e., the associations among items within the same transaction where the notion of the transaction could be the items bought by the same customer, the events happened on the same day, etc. In this study, we break the barrier of transactions and extend the scope of mining association rules from ...

This work has as the principal theme, the study, analysis and implementation of the methodology for use the web sites in e‐commerce. The authors try to deal with particular methodological and applied aspects inherent in the analysis of data from the interaction of man‐Internet (Web‐mining). The research methodology of this work will be focused on a prevalent optic multidisciplinary research b...

This research aims to find the influence of capital intensity, sales growth, and CSR on tax avoidance its strengthened impact company size. The population in this study is all mining companies listed Indonesia Stock Exchange 2014-2018. Determination samples based purposive sampling method with a total 85 data. Logistics regression analysis MRA test strengthening results showed that andCSRsignif...

During the last decade data mining and predictive tools have evolved to a mature level. Many companies and organizations use those techniques to derive advanced insight from their company data. Today, mining experts analyze the data and manually deliver the results to a rather small number of decision makers. To make data mining insights available to a broader audience, manual delivery is not s...

The Institute Council wishes it to be understood that opinions put forward herein are not necessarily those of the Institute and the Council is not responsible for those opinions. Abstract. The paper presents the findings of an industry-based study in the utility of text mining. The purpose of the study was to evaluate the impact of textual information in claims cost prediction. The industrial ...

The global marketplace over the past decade has called for innovative products and cost reduction. This perplexing duality has led companies to seek external collaborations to effectively deliver innovative products to market. External collaboration often leads to innovation at reduced research and development expenditure. This is especially true of companies which find the most authoritative e...

Automated process discovery represents the defining capability of process mining. By exploiting transactional data from information systems, it aims to extract valuable process knowledge. Through process mining, an important link between two disciplines – data mining and business process management – has been established. However, while methods of both data mining and process management are wel...

Business all around the world uses different approaches to know their customers, segment them and formulate suitable strategies for them. One of these approaches is calculating the value of each customer for the company. In this paper by calculating Customer Lifetime Value (CLV) for individual customers of an online toy store named Alakdolak, three customer segments are extracted. The level of ...