참고문헌
- Andrew, P.B., "The Use of the Area Under the ROC Curve in the Evaluation of Machine Learning Algorithms", Pattern Recognition, Vol.30, No.7, 1997, 1145-1159. https://doi.org/10.1016/S0031-3203(96)00142-2
- Bisgin, H., Z. Liu, H. Fang, X. Xu, and W. Tong, "Mining FDA Drug Labels Using An Unsupervised Learning Technique-Topic Modeling", BMC Bioinformatics, Vol.12, No.10, 2011, 1-8. https://doi.org/10.1186/1471-2105-12-1
- Blei, D.M. and J. Lafferty, Text Mining : Classification, Clustering, and Applications, Chapman and Hall/CRC, 2009.
- Braun, L., F. Wiesman, and J. van den Herik, "Towards Automatic Formulation of A Physician's Information Needs", In Information Retrieval Workshop, 2005.
- Chae, S.H., J.I. Lim, and J.Y. Kang, "A Comparative Analysis of Social Commerce and Open Market Using User Reviews in Korean Mobile Commerce", Journal of Intelligence and Information Systems, Vol.21, No.4, 2015, 53-77. (채승훈, 임재익, 강주영, "사용자 리뷰를 통한 소셜커머스와 오픈마켓의 이용경험 비교분석", 지능정보연구, 제21권, 제4호, 2015, 53-77.) https://doi.org/10.13088/JIIS.2015.21.4.053
- Chatterjee, P., "Online Reviews : Do Consumers use Them?", ACR 2001 Proceedings, 2001, 129-134.
- Chevalier, J.A. and D. Mayzlin, "The Effect of Word of Mouth on Sales : Online Book Reviews", Journal of Marketing Research, Vol.43, No.3, 2006, 345-354. https://doi.org/10.1509/jmkr.43.3.345
- Cui, G., H.K. Lui, and X. Guo, "The Effect of Online Consumer Reviews on New Product Sales", International Journal of Electronic Commerce, Vol.17, No.1, 2012, 39-58. https://doi.org/10.2753/JEC1086-4415170102
- Hong, L. and B.D. Davison, "Empirical Study of Topic Modeling in Twitter", In Proceedings of the First Workshop on Social Media Analytics, 2010, 80-88.
- Huang, Z., H. Chen, C.J. Hsu, W.H. Chen, and S. Wu, "Credit Rating Analysis with Support Vector Machines and Neural Networks : A Market Comparative Study", Decision Support Systems, Vol.37, No.4, 2004, 543-558. https://doi.org/10.1016/S0167-9236(03)00086-1
- Hwang, Y., "Facilitating Web Service Taxonomy Generation : An Artificial Neural Network based Framework", Journal of Intelligence and Information Systems, Vol.16, No.2, 2010, 33-54.
- Jo, H.K., I.G. Han, and H.Y. Lee, "Bankruptcy Prediction Using Case-Based Reasoning, Neural Networks, and Discriminant Analysis", Expert Systems with Applications, Vol.13, No.2, 1997, 97-108. https://doi.org/10.1016/S0957-4174(97)00011-0
- Kang, B.I., M. Song, and H.S. Jho, "A Study on Opinion Mining of Newspaper Texts based on Topic Modeling", Journal of the Korean Library and Information Science Society, Vol.47, No.4, 2013, 315-334. (강범일, 송 민, 조화순, "토픽 모델링을 이용한 신문자료의 오피니언 마이닝에 대한 연구", 한국문헌정보학회지, 제47권, 제4호, 2013, 315-334.)
- Kang, J.E. and M.J. Lee, "Analysis of Urban Infrastructure Risk Areas to Flooding using Neural Network in Seoul", Journal of the Korean Society of Civil Engineers, Vol.35, No.4, 2015, 997-1006. (강정은, 이명진, "인공신경망을 활용한 서울시 도시기반시설 침수위험지역 분석", 대한토목학회논문집, 제35권, 제4호, 997-1006.) https://doi.org/10.12652/Ksce.2015.35.4.0997
- Krizhevsky, A., I. Sutskever, and G.E. Hinton, "Imagenet Classification with Deep Convolutional Neural Networks", Advances in Neural Information Processing Systems, 2012, 1097-1105.
- Lee, J., D.H. Park, and I. Han, "The Effect of Negative Online Consumer Reviews on Product Attitude : An Information Processing View", Electronic Commerce Research and Applications, Vol.7, No.3, 2008, 341-352. https://doi.org/10.1016/j.elerap.2007.05.004
- Lu, Y. and C. Zhai, "Opinion Integration through Semi-Supervised Topic Modeling", In Proceedings of the 17th International Conference on World Wide Web, 2008, 121-130.
- Minka, T. and J. Lafferty, "Expectation-Propagation for The Generative Aspect Model", In Proceedings of the Eighteenth Conference on Uncertainty in Artificial Intelligence, 2002, 352-359.
- Pang, B. and L. Lee, "Seeing Stars : Exploiting Class Relationships for Sentiment Categorization with Respect to Rating Scales", In Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics, 2005, 115-124.
- Park, D.H., J. Lee, and I. Han, "The Effect of On-line Consumer Reviews on Consumer Purchasing Intention : The Moderating Role of Involvement", International Journal of Electronic Commerce, Vol.11, No.4, 2007, 125-148. https://doi.org/10.2753/JEC1086-4415110405
- Sim, H.G. and S.K. Kim, "A Study on Forecasting The Operational Continuous Ability in Battalion Defensive Operations using Artificial Neural Network", Journal of Intelligence and Information Systems, Vol.14, No.3, 2008, 25-39. (심홍기, 김승권, "인공신경망을 이용한 대대전투간 작전지속능력 예측", 지능정보연구, 제14권, 제3호, 2008, 25-39.)
- Song, Y., S. Pan, S. Liu, M.X. Zhou, and W. Qian, "Topic and Keyword Re-Ranking for LDAbased Topic Modeling", In Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009, 1757-1760.
- Statistic Korea, Online Shopping in 2016, 2016. (통계청, 온라인쇼핑동향조사, 2016.)
- Sun, Z., X. Rao, L. Peng, and D. Xu, "Prediction of Protein Supersecondary Structures Based on the Artificial Neural Network Method", Protein Engineering, Vol.10, No.7, 1997, 763-769. https://doi.org/10.1093/protein/10.7.763
- Tam, K.Y. and M.Y. Kiang, "Managerial Applications of Neural Networks : The Case of Bank Failure Predictions", Management Science, Vol.38, No.7, 1992, 926-947. https://doi.org/10.1287/mnsc.38.7.926
- Tang, H., S. Tan, and X. Cheng, "A Survey on Sentiment Detection of Reviews", Expert Systems with Applications, Vol.36, No.7, 2009, 10760-10773.
- Tsang, A.S. and G. Prendergast, "Is A "star" Worth A Thousand Words? The Interplay between Product-Review Texts and Rating Valences", European Journal of Marketing, Vol.43, No.11/12, 2009, 1269-1280. https://doi.org/10.1108/03090560910989876
- Turney, P.D., "Thumbs Up or Thumbs Down? : Semantic Orientation Applied to Unsupervised Classification of Reviews", In Proceedings of the 40th Annual Meeting on Association for Computational Linguistics, 2002, 417-424.
- Witten, I.H. and E. Frank, Data Mining : Practical Machine Learning Tools and Techniques, Morgan Kaufmann Series in Data Management Systems, 2005.