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題名:針對情感商品的推薦機制--以流行音樂為例
書刊名:資訊管理學報
作者:楊亨利林青峰
作者(外文):Yang, Heng-liLin, Qing-feng
出版日期:2020
卷期:27:2
頁次:頁175-204
主題關鍵詞:情感分析流行音樂意見挖掘網路評論推薦規則Sentiment analysisPop musicOpinion miningInternet reviewRecommendation mechanism
原始連結:連回原系統網址new window
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  • 被引用次數被引用次數:期刊(0) 博士論文(0) 專書(0) 專書論文(0)
  • 排除自我引用排除自我引用:0
  • 共同引用共同引用:9
  • 點閱點閱:141
期刊論文
1.Lee, S. K.、Cho, Y. H.、Kim, S. H.(2010)。Collaborative Filtering with Ordinal Scale-based Implicit Ratings for Mobile Music Recommendations。Information Sciences,180(11),2142-2155。  new window
2.Turney, P. D.、Littman, M. L.(2003)。Measuring praise and criticism: Inference of semantic orientation from association。ACM Transactions on Information Systems (TOIS),21(4),315-346。  new window
3.Xu, Changsheng、Maddage, Namunu C.、Shao, Xi(2005)。Automatic music classification and summarization。IEEE Transactions on Speech and Audio Processing,13(3),441-450。  new window
4.Kempf, Deanna S.(1999)。Attitude Formation from Product Trial: Distinct Roles of Cognition and Affect for Hedonic and Functional Products。Psychology and Marketing,16(1),35-50。  new window
5.Tzanetakis, G.、Cook, P.(2002)。Musical Genre Classification of Audio Signals。IEEE Transactions on Speech and Audio Processing,10(5),293-302。  new window
6.卓淑玲、陳學志、鄭昭明(20131200)。臺灣地區華人情緒與相關心理生理資料庫--中文情緒詞常模研究。中華心理學刊,55(4),493-523。new window  延伸查詢new window
7.Kontopoulos, E.、Berberidis, C.、Dergiades, T.、Bassiliades, N.(2013)。Ontology-based sentiment analysis of twitter posts。Expert Systems with Applications,40(10),4065-4074。  new window
8.Li, N.、Wu, D. D.(2010)。Using text mining and sentiment analysis for online forums hotspot detection and forecast。Decision Support Systems,48(2),354-368。  new window
9.Mostafa, M. M.(2013)。More Than Words: Social Networks' Text mining for consumer brand sentiments。Expert Systems with Applications,40(10),4241-4251。  new window
10.Sokolova, M.、Lapalme, G.(2009)。A systematic analysis of performance measures for classification tasks。Information Processing and Management,45(4),427-437。  new window
11.Pang, Bo、Lee, Lillian(2008)。Opinion mining and sentiment analysis。Foundations and Trends in Information Retrieval,2(1/2),1-135。  new window
12.楊亨利、林青峰(20170100)。微網誌短句的情感指數分析--以新浪微博為例。資訊管理學報,24(1),1-28。new window  延伸查詢new window
13.Wiebe, Janyce、Wilson, Theresa、Cardie, Claire(2005)。Annotating expressions of opinions and emotions in language。Language Resources and Evaluation,39(2/3),165-210。  new window
14.Moore, K. S.(2013)。A systematic review on the neural effects of music on emotion regulation: Implications for music therapy practice。Journal of music therapy,50(3),198-242。  new window
15.Van Goethem, A.、Sloboda, J.(2011)。The functions of music for affect regulation。Musicae Scientiae,15(2),208-228。  new window
16.Yan, X.、Wang, J.、Chau, M.(2015)。Customer revisit intention to restaurants: Evidence from online reviews。Information Systems Frontiers,17(3),645-657。  new window
17.Patel, D.、Trivedi, K.(2017)。Research of music classification based on mood recognition。International Education and Research Journal,3(5),544-555。  new window
18.Nanopoulos, A.、Rafailidis, D.、Symeonidis, P.、Manolopoulos, Y.(2010)。Musicbox: Personalized music recommendation based on cubic analysis of social tags。IEEE Transactions on Audio, Speech, and Language Processing,18(2),407-412。  new window
19.Nadler, R. T.、Rabi, R.、Minda, J. P.(2010)。Better mood and better performance: Learning rule-described categories is enhanced by positive mood。Psychological Science,21(12),1770-1776。  new window
20.Lee, C. H.、Shih, J. L.、Yu, K. M.、Lin, H. S.(2009)。Automatic music genre classification based on modulation spectral analysis of spectral and cepstral features。IEEE Transactions on Multimedia,11(4),670-682。  new window
21.Hu, X.、Yang, Y. H.(2017)。The mood of Chinese pop music: Representation and recognition。Journal of the Association for Information Science and Technology,68(8),1899-1910。  new window
22.Burger, B.、Thompson, M. R.、Luck, G.、Saarikallio, S.、Toiviainen, P.(2013)。Influences of rhythm- and timbre-related musical features on characteristics of music-induced movement。Frontiers in Psychology,4,(183)1-(183)10。  new window
23.Bergstra, J.、Casagrande, N.、Erhan, D.、Eck, D.、Kegl, B.(2006)。Aggregate features and ADABOOST for music classification。Machine Learning,65(2/3),473-484。  new window
24.楊亨利、林青峰(20180700)。應用網路評價的功能商品推薦系統。資訊管理學報,25(3),335-361。new window  延伸查詢new window
25.Chaudhuri, Arjun、Holbrook, Morris B.(2001)。The chain of effects From brand trust and brand affect to brand performance: The role of brand loyalty。Journal of Marketing,65(2),81-93。  new window
會議論文
1.Ye, Q.、Shi, W.、Li, Y.(2006)。Sentiment Classification for Movie Reviews in Chinese by Improved Semantic Oriented Approach。The 39th Annual Hawaii International Conference on System Sciences,(會議日期: January 5-8, 2006)。Koloa, Hawaii。  new window
2.Esuli, A.、Sebastiani, F.(2006)。SENTIWORDNET: A publicly available lexical resource for opinion mining。The 5th International Conference on Language Resources and Evaluation。Genoa。417-422。  new window
3.Liu, H.、Singh, P.(2004)。Focusing on ConceptNet's natural language knowledge representation。The 8th International Conference on Knowledge-Based Intelligent Information & Engineering Systems,(會議日期: 2004/09/20-2004/09/25)。Wellington。  new window
4.Schein, A. I.、Popescul, A.、Ungar, L. H.、Pennock, D. M.(2002)。Methods and metrics for cold-start recommendations。The 25th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval,(會議日期: August 11-15, 2002)。Association for Computing Machinery。253-260。  new window
5.Chen, H. C.、Chen, A. L. P.(2001)。A music recommendation system based on music data grouping and user interests。The ACM Conference on Information and Knowledge Management,(會議日期: November 5-10, 2001)。Atlanta。231-238。  new window
6.Li, H.、Lu, W.(2017)。Learning Latent Sentiment Scopes for Entity-Level Sentiment Analysis。The Thirty-First AAAI Conference on Artificial Intelligence,(會議日期: February 4-9, 2017)。San Francisco。3482-3489。  new window
7.Zhang, C.、Evangelopoulos, G.、Voinea, S.、Rosasco, L.、Poggio, T.(2014)。A deep representation for invariance and music classification。The 2014 IEEE International Conference on Acoustics, Speech and Signal Processing。Florence。6984-6988。  new window
8.Xu, C.、Maddage, N. C.、Shao, X.、Cao, F.、Tian, Q.(2003)。Musical genre classification using support vector machines。The International Conference of Acoustics, Speech, and Signal,(會議日期: April 6-10, 2003)。IEEE。429-432。  new window
9.Wang, X.、Wang, Y.(2014)。Improving content-based and hybrid music recommendation using deep learning。The 22nd ACM International Conference on Multimedia,(會議日期: November 3-7, 2014)。ACM。627-636。  new window
10.Van den Oord, A.、Dieleman, S.、Schrauwen, B.(2013)。Deep content-based music recommendation。The 26th Annual Conference on Neural Information Processing Systems 2012,(會議日期: December 3-6, 2012),2643-2651。  new window
11.Sharma, V.、Agarwal, A.、Dhir, R.、Sikka, G.(2016)。Sentiments mining and classification of music lyrics using SentiWordNet。The 2016 Symposium on Colossal Data Analysis and Networking,(會議日期: March 18-19, 2016)。IEEE。1-6。  new window
12.Rho, S.、Han, B. J.、Hwang, E.(2009)。SVR-based music mood classification and context-based music recommendation。The 17th ACM International Conference on Multimedia,(會議日期: October 19-22, 2009)。ACM。713-716。  new window
13.Oramas, S.、Espinosa-Anke, L.、Lawlor, A.(2016)。Exploring customer reviews for music genre classification and evolutionary studies。The 17th International Society for Music Information Retrieval Conference,(會議日期: August 7-11, 2016)。New York。  new window
14.Kumar, V.、Minz, S.(2013)。Mood classifiaction of lyrics using SentiWordNet。The 2013 International Conference on Computer Communication and Informatics,(會議日期: January 9-11, 2013)。IEEE。1-5。  new window
15.Kaur, C.、Kumar, R.(2017)。Study and analysis of feature based automatic music genre classification using Gaussian mixture model。The 2017 International Conference on Inventive Computing and Informatics,(會議日期: November 23-24, 2017)。IEEE。465-468。  new window
16.Jothilakshmi, S.、Kathiresan, N.(2012)。Automatic music genre classification for Indian music。The 2012 International Conference on Software and Computer Applications,(會議日期: June 9-10, 2012)。  new window
17.Hu, X.、Downie, J. S.(2010)。Improving mood classification in music digital libraries by combining lyrics and audio。The 10th annual joint conference on Digital libraries,(會議日期: June 21-25, 2010)。Surfer's Paradise。159-168。  new window
18.Hu, X.、Downie, J. S.、West, K.、Ehmann, A. F.(2005)。Mining music reviews: Promising preliminary results。The 6th International Conference on Music Information Retrieval,(會議日期: September 11-15, 2005)。London。536-539。  new window
19.Gómez, L. M.、Cáceres, M. N.(2017)。Applying data mining for sentiment analysis in music。The 15th International Conference on Practical Applications of Agents and Multi-Agent Systems,(會議日期: June 21-23, 2017)。Springer。198-205。  new window
20.Corona, H.、O'Mahony, M. P.(2015)。An exploration of mood classification in the million songs dataset。The 12th Sound and Music Computing Conference,(會議日期: 26 July-1 August, 2015)。Maynooth, Ireland:Music Technology Research Group, Department of Computer Science Maynooth University。  new window
21.Bu, J.、Tan, S.、Chen, C.、Wang, C.、Wu, H.、Zhang, L.、He, X.(2010)。Music recommendation by unified hypergraph: combining social media information and music content。The 18th ACM international conference on Multimedia,(會議日期: October 25-29, 2010)。Firenze:ACM。391-400。  new window
22.Zhuang, L.、Jing, F.、Zhu, X. Y.(2006)。Movie Review Mining and Summarization。The 15th ACM International Conference on Information and Knowledge Management。ACM。43-50。  new window
23.Celma, Ò.(2006)。Foafing the music: Bridging the semantic gap in music recommendation。The International Semantic Web Conference,(會議日期: November 5-9, 2006)。Springer。927-934。  new window
學位論文
1.盧毓文(2012)。情緒對類別學習之影響(碩士論文)。國立政治大學。  延伸查詢new window
2.陳威佑(2012)。基於前進選擇之特徵選取之流行音樂曲風辨識與分析(碩士論文)。國立中山大學。  延伸查詢new window
單篇論文
1.Wang, J.,Zhao, X.(2019)。Deep learning based mood tagging for Chinese song lyrics(1906.02135)。  new window
 
 
 
 
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