Key words: Sentiment analysis, text, emotions

Word cloud

Interconnectedness

Interconnectedness

Missed connections

Community pairs with high citation-based distance but low semantic distance

From

To

Diff. Score

Citation-Based Distance (Z)

Semantic Distance (Z)

c15: Sentiment analysis

c67: Speech

2.54

1.4

-1.14

c15: Sentiment analysis

c54: Interaction (user)

2.35

1.4

-0.95

c15: Sentiment analysis

c44: Agent

2.33

1.4

-0.93

c15: Sentiment analysis

c08: Facial Expression

1.98

0.87

-1.11

c44: Agent

c15: Sentiment analysis

1.87

0.94

-0.93

Central articles

  1. THE DICTIONARY OF AFFECT IN LANGUAGE

    C. Whissell. 1989.

  2. Book Review: Sentiment Analysis: Mining Opinions, Sentiments, and Emotions by Bing Liu

    Jun Zhao, Kang Liu, Liheng Xu. 2015. CL

  3. Text-based emotion classification using emotion cause extraction

    Weiyuan Li, Hua Xu. 2014. Expert Syst. Appl.

  4. Emotion Cause Detection with Linguistic Constructions

    Ying Chen, S. Lee, Shoushan Li, Chu-Ren Huang. 2010. COLING

  5. Sentiment Analysis of Twitter Data

    Apoorv Agarwal, Boyi Xie, Ilia Vovsha, Owen Rambow, R. Passonneau. 2011.

  6. A survey on opinion mining and sentiment analysis: Tasks, approaches and applications

    Kumar Ravi, V. Ravi. 2015. Knowl. Based Syst.

  7. Predicting Viewer Perceived Emotions in Animated GIFs

    Brendan Jou, Subhabrata Bhattacharya, Shih-Fu Chang. 2014. ACM Multimedia

  8. Detecting Emotion Stimuli in Emotion-Bearing Sentences

    D. Ghazi, D. Inkpen, Stan Szpakowicz. 2015. CICLing

  9. Event-Driven Emotion Cause Extraction with Corpus Construction

    Lin Gui, Dongyin Wu, Ruifeng Xu, Q. Lu, Yu Zhou. 2016. EMNLP

  10. A Question Answering Approach for Emotion Cause Extraction

    Lin Gui, J. Hu, Yulan He, Ruifeng Xu, Q. Lu, Jiachen Du. 2017. EMNLP