JICS

1. Development of Journal Recommendation Method Considering Importance of Decision Factors Based on Researchers' Paper Publication History

Yeonbin Son, Tai-Woo Chang, Yerim Choi, Vol. 20, No. 4, pp. 73-79, Aug. 2019

10.7472/jksii.2019.20.4.73
Keywords: journal recommendation, importance by decision factors, paper publication history, Machine Learning, Data Analysis

2. Development of Supervised Machine Learning based Catalog Entry Classification and Recommendation System

Hyung-Woo Lee, Vol. 20, No. 1, pp. 57-65, Feb. 2019

10.7472/jksii.2019.20.1.57
Keywords: Catalog Entry Auto-Recommendation, Online B2B Shopping Mall, Supervised Machine Learning, Morphological Analysis, Naive Bayes Classification Algorithm.

3. A Social Travel Recommendation System using Item-based collaborative filtering

Dae-ho Kim, Je-in Song, So-yeop Yoo, Ok-ran Jeong, Vol. 19, No. 3, pp. 7-14, Jun. 2018

10.7472/jksii.2018.19.3.7
Keywords: Personalized Recommendation, Item-based Collaborative Filtering, Apache Mahout, Social Travel Trends, Intimacy

4. Tag Based Web Resource Recommendation System

Je-In Song, Ok-Ran Jeong, Vol. 17, No. 6, pp. 133-142, Dec. 2016

10.7472/jksii.2016.17.6.133
Keywords: Recommendation, tagging, Context Information, Web Service, Web resource

5. The Technique of Reference-based Journal Recommendation Using Information of Digital Journal Subscriptions and Usage Logs

Hae-sung Lee, Soon-young Kim, Jay-hoon Kim, Jeong-hwan Kim, Vol. 17, No. 5, pp. 75-88, Oct. 2016

10.7472/jksii.2016.17.5.75
Keywords: Recommender System, Recommendation, citation networks, personalized academic contents, log analysis, usage statics

6. A Study on Validity Analysis of Observation-Recommendation Admission System of the Gifted Children in IT to Lead Software-oriented Society

Woo-chun Jun, Vol. 17, No. 3, pp. 87-94, Jun. 2016

10.7472/jksii.2016.17.3.87
Keywords: Gifted Children in IT, Observation-Recommendation, Admission System, Gifted Children in Math, Gifted Children in Science

7. 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

8. Social Network Based Music Recommendation System

Taesoo Park, Ok-Ran Jeong, Vol. 16, No. 6, pp. 133-0, Dec. 2015

10.7472/jksii.2015.16.6.133
Keywords: Emotion Model, Personalization, Multimedia Contents, Social Network, Music Recommendation

9. 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

10. Social Category based Recommendation Method

So-Yeop Yoo, Ok-Ran Jeong, Vol. 15, No. 5, pp. 73-82, Oct. 2014

10.7472/jksii.2014.15.5.73
Keywords: Recommendation, User Interest, Social Relationship, Social Category, SNS