JICS

1. Leveraging Big Data for Spark Deep Learning to Predict Rating

Monika Mishra, Mingoo Kang, Jongwook Woo, Vol. 21, No. 6, pp. 33-39, Dec. 2020

10.7472/jksii.2020.21.6.33
Keywords: Big data, Deep Learning, Spark, Analytics Zoo, Amazon EMR, Machine Learning, Recommendation

2. The Effects of Online Uncivil Comments on Vicarious shame and Coping Strategies: Focusing on the Power of Social Identity and Social Recommendation

Jiwon Kim, Vol. 21, No. 1, pp. 119-125, Feb. 2020

10.7472/jksii.2020.21.1.119
Keywords: Online Comment, Incivility, Social Recommendation, Shame, Coping Strategies

3. Dessert Ateliers Recommendation Methods for Dessert E-commerce Services

Yeonbin Son, Tai-Woo Chang, Yerim Choi, Vol. 21, No. 1, pp. 111-117, Feb. 2020

10.7472/jksii.2020.21.1.111
Keywords: dessert atelier, dessert e-commerce, dessert atelier recommendation, clustering, dynamic weighting

4. 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

5. 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.

6. 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

7. 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

8. 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

9. 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

10. 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

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