JICS

1. A Case Study: Unsupervised Approach for Tourist Profile Analysis by K-means Clustering in Turkey

Mustafa Eren Yildirim, Murat Kaya, Ibrahim FurkanInce, Vol. 23, No. 1, pp. 11-17, Feb. 2022

10.7472/jksii.2022.23.1.11
Keywords: Tourist Profile Analysis, Unsupervised Approach, K-Means Clustering, Data Mining.

2. Development and Comparison of Data Mining-based Prediction Models of Building Fire Probability

Sung-gwan Hong, Seung Ryul Jeong, Vol. 19, No. 6, pp. 101-112, Dec. 2018

10.7472/jksii.2018.19.6.101
Keywords: Fire probability prediction, fire risk, Data Mining

3. The Analysis of User Perception and Attitude Using SNS Data about Emergency Contraceptive Pills

Sung Hyun Lee, Vol. 18, No. 1, pp. 143-152, Feb. 2017

10.7472/jksii.2017.18.1.143
Keywords: Healthcare, Big data, Text Mining, Data Mining, Emergency Contraceptive

4. A Study on Forecasting Spare Parts Demand based on Data-Mining

Jaedong Kim, Hanjun Lee, Vol. 18, No. 1, pp. 121-130, Feb. 2017

10.7472/jksii.2017.18.1.121
Keywords: demand forecasting, Data Mining, logistics, spare part

5. A Detection Model using Labeling based on Inference and Unsupervised Learning Method

Sung-Sam Hong, Dong-Wook Kim, Byungik Kim, Myung-Mook Han, Vol. 18, No. 1, pp. 65-76, Feb. 2017

10.7472/jksii.2017.18.1.65
Keywords: Labeling, Detection Model based on classification, Data Mining, Inference, Supervised/Unsupervised Learning, Security

6. Development of Customized Trip Navigation System Using Open Government Data

Beomsoo Shim, Hanjun Lee, Donghee Yoo, Vol. 17, No. 1, pp. 15-22, Feb. 2016

10.7472/jksii.2016.17.1.15
Keywords: open government data, Big data, application, Recommendation System, case-based reasoning(CBR), Data Mining

7. Clustering Algorithm using the DFP-Tree based on the MapReduce

Young-Won Seo, Chang-soo Kim, Vol. 16, No. 6, pp. 23-30, Dec. 2015

10.7472/jksii.2015.16.6.23
Keywords: SData Mining, Frequent-Pattern tree, Clustering Algorithms, Distributed Processing System, Recommendation System, Map Reduce

8. Analysis and Performance Evaluation of Pattern Condensing Techniques used in Representative Pattern Mining

Gang-In Lee, Un-Il Yun, Vol. 16, No. 2, pp. 77-84, Apr. 2015

10.7472/jksii.2015.16.2.77
Keywords: Closed pattern, Data Mining, Frequent pattern mining, Maximal pattern, Performance Evaluation, Representative pattern mining

9. Performance analysis of Frequent Itemset Mining Technique based on Transaction Weight Constraints

Unil Yun, Gwangbum Pyun, Vol. 16, No. 1, pp. 67-74, Feb. 2015

10.7472/jksii.2015.16.1.67
Keywords: Transaction weight, Data Mining, Frequent Itemset mining, Performance Evaluation, scalability

10. A Weighted Frequent Graph Pattern Mining Approach considering Length-Decreasing Support Constraints

Unil Yun, Gangin Lee, Vol. 15, No. 6, pp. 125-132, Dec. 2014

10.7472/jksii.2014.15.6.125
Keywords: Length-decreasing support constraint, weighted frequent pattern mining, graph pattern, Data Mining, Frequent pattern mining