Search Results - subject:"apriori algorithm"

Controlling Windu shrimp quality using apriori algorithm through smartphone-based application

Gani, Firdaus K.; Rahmad Hidayatullah, S.; Wahyudi, … - In: The international journal of management science and … (2015) 18, pp. 49-54

' productivity decrease. Using apriori algorithm trough application in smartphone which is the amount of users in Indonesia increases … every year is expected to be an effective way to solve these problems. Apriori algorithm is better in finding associative … rules pattern than any other methods, and is the most efficient in memory usage. In this research, this apriori algorithm is …

Persistent link: https://www.econbiz.de/10011447775

Controlling Windu shrimp quality using apriori algorithm through smartphone-based application

Gani, Firdaus K.; Wahyudi, Rahmat Faisal; Hidayatullah, … - In: The International Journal of Management Science and … (2015) 18, pp. 49-54

Persistent link: https://www.econbiz.de/10011849176

Process Mining and Interaction Data Analytics in a Web-Based Multi-Tabletop Collaborative Learning and Teaching Environment

Porouhan, Parham - In: International Journal of Web-Based Learning and … 13 (2018) 4, pp. 34-61

This article builds on the intersection of educational process mining and the automatic analysis of student's collaborative interaction data previously collected from a web-based multi-tabletop learning environment. The main focus of the article was to analyze and interpret the data using...

Persistent link: https://www.econbiz.de/10012048685

Application of an improved Apriori algorithm in a mobile e-commerce recommendation system

Guo, Yan; Wang, Minxi; Li, Xin - In: Industrial Management & Data Systems 117 (2017) 2, pp. 287-303

overload by a mobile e-commerce recommendation system using an improved Apriori algorithm. Design/methodology/approach Combined … with the characteristics of the mobile e-commerce, an improved Apriori algorithm was proposed and applied to the …. Finally, a Taobao online dress shop is used as an example to prove the effectiveness of an improved Apriori algorithm in the …

Persistent link: https://www.econbiz.de/10014825540

An intelligent approach to Big Data analytics for sustainable retail environment using Apriori-MapReduce framework

Verma, Neha; Singh, Jatinder - In: Industrial Management & Data Systems 117 (2017) 7, pp. 1503-1520

develop MR-Apriori algorithm in the form of IRM tool to address all these issues in an efficient manner. Research limitations …

Persistent link: https://www.econbiz.de/10014826096

Theoretical Analysis of Different Classifiers under Reduction Rough Data Set: A Brief Proposal

Ripon, Shamim H; Kamal, Sarwar; Hossain, Saddam; Dey, … - In: International Journal of Rough Sets and Data Analysis … 3 (2016) 3, pp. 1-20

and manual analysis among three popular classifier namely K-nearest neighbor (K-NN), Naive Bayes and Apriori algorithm …

Persistent link: https://www.econbiz.de/10012047357

COMPARISON OF APRIORI AND FP-GROWTH ALGORITHMS ON DETERMINATION OF ASSOCIATION RULES IN AUTHORIZED AUTOMOBILE SERVICE CENTRES

Erpolat, Semra - In: Anadolu University Journal of Social Sciences 12 (2012) 2, pp. 137-146

Data Mining is used to describe the totality of techniques which aim to find the unexplored patterns in a set of data. The purpose of data mining is to create models of decision-making devoted to estimations of future behavior based on analysis of past activities. In this study the shopping data...

Persistent link: https://www.econbiz.de/10010562486

Association and Sequence Mining in Web Usage

DINUCA, Claudia Elena - In: Economics and Applied Informatics (2011) 2, pp. 31-36

Web servers worldwide generate a vast amount of information on web users’ browsing activities. Several researchers have studied these so-called clickstream or web access log data to better understand and characterize web users. Clickstream data can be enriched with information about the...

Persistent link: https://www.econbiz.de/10010625560

Application of Data Mining Techniques for Proper Design of Knowledge Repository

Anis, M. Z.; Mukherjee, A.; Roy, B. K. - In: Journal of Information & Knowledge Management (JIKM) 06 (2007) 03, pp. 201-209

This paper reports a basic assessment of the usage of a knowledge repository called "XYZ Knowledge Repository", maintained by a company PQR for its client XYZ. Subsequently, a data mining method for finding sequential patterns in the web usage of the users was used. This captures the level of...

Persistent link: https://www.econbiz.de/10005080859