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題名：網路直播聊天室情緒探勘--使用模糊支持向量機
書刊名：資訊管理學報
作者：郝沛毅／歐仁彬／黃天受／楊盛琮
作者(外文)：Hao, Pei-yi／Ou, Jen-bing／Huang, Tien-shou／Yang, Sheng-cong
出版日期：2018
卷期：25:2
頁次：頁185-218
主題關鍵詞：線上直播；情緒分析；網路用語；支持向量機；模糊理論；Live streaming video；Sentiment analysis；Web crawler；Internet slang；Support vector machine
原始連結：連回原系統網址new window
相關次數：
  • 被引用次數被引用次數:期刊(1) 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:1
  • 共同引用共同引用:24
  • 點閱點閱:81
期刊論文
1.Bollen, Johan、Mao, Huina、Zeng, Xiaojun(2011)。Twitter mood predicts the stock market。Journal of Computational Science，2(1)，1-8。  new window
2.Ku, L.-W.、Chen, H.-H.(2007)。Mining opinions from the Web: Beyond relevance retrieval。Journal of the American Society for Information Science and Technology，58(12)，1838-1850。  new window
3.Yu, L.-C.、Wu, J. L.、Chang, P.-C.、Chu, H.-S.(2013)。Using a contextual entropy model to expand emotion words and their intensity for the sentiment classification of stock market news。Knowledge-Based Systems，41，89-97。  new window
4.Feldman, R.(2013)。Techniques and applications for sentiment analysis。Communications of the ACM，56(4)，82-89。  new window
5.Rui, Huaxia、Liu, Yizao、Whinston, Andrew B.(2013)。Whose and what chatter matters? The effect of tweets on movie sales。Decision Support Systems，55(4)，863-870。  new window
6.Ghose, A.、Ipeirotis, P. G.(2011)。Estimating the helpfulness and economic impact of product reviews: Mining text and reviewer characteristics。IEEE Transactions on Knowledge and Data Engineering，23(10)，1498-1512。  new window
7.Collobert, R.、Weston, J.、Bottou, L.、Karlen, M.、Kavukcuoglu, K.、Kuksa, P.(2011)。Natural language processing (almost) from scratch。The Journal of Machine Learning Research，12，2493-2537。  new window
8.黃金蘭、Chung, Cindy K.、Hui, Natalie、林以正、謝亦泰、Lam, Ben C. P.、程威銓、Bond, Michael H.、Pennebaker, James W.(20120600)。中文版「語文探索與字詞計算」詞典之建立。中華心理學刊，54(2)，185-201。new window  延伸查詢new window
9.Ravi, K.、Ravi, V.(2015)。A survey on opinion mining and sentiment analysis: tasks, approaches and applications。Knowledge-Based Systems，89，14-46。  new window
10.張冬雯、楊鵬飛、許雲鋒(2016)。基於word2vec和SVMperf的中文評論情感分類研究。計算機科學，43(6A)，418-421。  延伸查詢new window
11.楊亨利、黃泓彰、林青峰(20150300)。基於決策樹與二元語言模型的網路用語轉譯系統。電子商務學報，17(1)，25-48。new window  延伸查詢new window
12.Bengio, Yoshua、Courville, Aaron、Vincent, Pascal(2013)。Representation learning: A review and new perspectives。IEEE Transactions on Pattern Analysis and Machine Intelligence，35(8)，1798-1828。  new window
13.Jiang, X.、Yi, Z.、Lv, J. C.(2006)。Fuzzy SVM with a new fuzzy membership function。Neural Computing & Applications，15(3/4)，268-276。  new window
14.Hao, P.-Y.(2016)。Support vector classification with fuzzy hyperplane。Journal of Intelligent & Fuzzy Systems，30(3)，1431-1443。  new window
15.Kang, D.、Park, Y.(2013)。Review-based measurement of customer satisfaction in mobile service: Sentiment analysis and VIKOR approach。Expert Systems with Applications，41(4 Part 1)，1041-1050。  new window
16.Laskov, P.、Gehl, C.、Kruger, S.、Muller, K.-R.(2006)。Incremental support vector learning: Analysis, implementation and applications。Journal of Machine Learning Research，7，1909-1936。  new window
17.Li, Y.-M.、Li, T.-Y.(2013)。Deriving market intelligence from micro-blogs。Decision Support Systems，55(1)，206-217。  new window
18.Li, X.、Xie, H.、Chen, L.、Wang, J.、Deng, X.(2014)。News impact on stock price return via sentiment analysis。Knowledge-Based Systems，69，14-23。  new window
19.Nikfarjam, A.、Sarker, A.、O'Connor, K.、Ginn, R.、Gonzalez, G.(2015)。Pharmacovigilance from social media: Mining adverse drug reaction mentions using sequence labeling with word embedding cluster features。Journal of the American Medical Informatics Association，22(3)，671-681。  new window
20.Hinton, Geoffery E.、Salakhutdinov, Ruslan R.(2006)。Reducing the dimensionality of data with neural networks。Science，313(5786)，504-507。  new window
21.Cortes, Corinna、Vapnik, Vladimir N.(1995)。Support-Vector Networks。Machine Learning，20(3)，273-297。  new window
22.Zadeh, Lotfi Asker(1965)。Fuzzy sets。Information and Control，8(3)，338-353。  new window
會議論文
1.Lin, Z.、Hao, Z.、Yang, X.、Liu, X.(2009)。Several SVM ensemble methods integrated with under-sampling for imbalanced data learning。The Fifth International Conference on Advanced Data Mining and Applications，(會議日期: 2009/08/17-08/19)。Beijing：Springer-Verlag。536-544。  new window
2.Mikolov, Tomás、Sutskever, Ilya、Chen, Kai、Corrado, Gregory S.、Dean, Jeffrey(2013)。Distributed representations of words and phrases and their compositionality。The 26th International Conference on Neural Information Processing Systems，(會議日期: 2013/12/05-12/10)。  new window
3.甯格致、賴昆棋(2010)。基於網路社群之旅遊經驗及對應情境之情感意見分析研究。第廿二屆自然語言與語音處理研討會，(會議日期: 2010/09/01-09/02)。南投縣。  延伸查詢new window
4.Veropoulos, K.、Campbell, C.、Cristianini, N.(1999)。Controlling the sensitivity of support vector machines。The International Joint Conference on Artificial Intelligence，55-60。  new window
5.Alshari, E.、Azman, A.、Alksher, M.、Doraisamy, S. C.、Mustapha, N.(2017)。Improvement of sentiment analysis based on clustering of Word2Vec features。2017 28th International Workshop on Database and Expert Systems Applications。  new window
6.Batuwita, R.、Palade, V.(2010)。Efficient resampling methods for training support vector machines with imbalanced datasets。The International Joint Conference on Neural Networks，1-8。  new window
7.Liu, J.-S.、Cheng, Y.-W.(2006)。Textual data error detection based on string features。ROCLING 2006。  new window
研究報告
1.Kaiser, K.、Miksch, S.(2005)。Information extraction: a survey。Vienna：Vienna University of Technology, Institute of Software Technology and Interactive Systems。  new window
學位論文
1.林彩雯(2015)。以Google App評論為字詞權重調整之情緒分析系統(碩士論文)。靜宜大學，臺中市。  延伸查詢new window
2.邱鴻達(2011)。意見探勘在中文電影評論之應用(碩士論文)。國立交通大學，新竹市。  延伸查詢new window
3.廖偉帆(2016)。熱門華語流行音樂歌詞情緒分析與趨勢發展(碩士論文)。實踐大學，臺北市。  延伸查詢new window
圖書
1.Vapnik, V. N.(1995)。The Nature of Statistical Learning Theory。Springer-Verlag。  new window
單篇論文
1.Jahanbakhsh, K.，Moon, Y.(2014)。The predictive power of social media: On the predictability of U.S. presidential elections using Twitter(arXiv:1407.0622)。  new window
其他
1.Singh, S.(2016)。Trump win: Poll experts failed but Al by an Indian got it right in October，http://indiatoday.intoday.in/technology/story/trump-win-poll-experts-failed-but-ai-by-an-indian-got-it-right-inoctober/l/807123.html。  new window
圖書論文
1.Liu, B.、Zhang, L.(2012)。A survey of opinion mining and sentiment analysis。Mining Text Data。New York：Springer。  new window
2.Batuwita, R.、Palade, V.(2012)。Class imbalance learning methods for support vector machines。Imbalanced Learning: Foundations, Algorithms, and Applications。John Wiley & Sons, Inc.。  new window
 
 
 
 
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