A sentiment-aware deep learning approach for personality detection from text
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Xiaolei Diao | Qiang Shen | Zhancheng Ren | Hao Xu | Xiaolei Diao | Qiang Shen | Hao Xu | Zhancheng Ren
[1] Danny Azucar,et al. Predicting the Big 5 personality traits from digital footprints on social media: A meta-analysis , 2018 .
[2] Gregoris Mentzas,et al. Leveraging exploratory search with personality traits and interactional context , 2018, Inf. Process. Manag..
[3] Kurt Keutzer,et al. Personalized Emotion Recognition by Personality-Aware High-Order Learning of Physiological Signals , 2019, ACM Trans. Multim. Comput. Commun. Appl..
[4] Takayuki Ito,et al. Neocognitron: A neural network model for a mechanism of visual pattern recognition , 1983, IEEE Transactions on Systems, Man, and Cybernetics.
[5] James W. Pennebaker,et al. Linguistic Inquiry and Word Count (LIWC2007) , 2007 .
[6] Erik Cambria,et al. Deep Learning-Based Document Modeling for Personality Detection from Text , 2017, IEEE Intelligent Systems.
[7] Jennifer Golbeck,et al. Predicting Personality from Social Media Text , 2016, AIS Trans. Replication Res..
[8] Jeff L. Foster,et al. Meta‐Analysis of Dark Side Personality Characteristics and Critical Work Behaviors among Leaders across the Globe: Findings and Implications for Leadership Development and Executive Coaching , 2015 .
[9] Jeffrey L. Elman,et al. Finding Structure in Time , 1990, Cogn. Sci..
[10] J. Pennebaker,et al. Linguistic styles: language use as an individual difference. , 1999, Journal of personality and social psychology.
[11] Lillian Boxman-Shabtai,et al. Evasive Targets: Deciphering Polysemy in Mediated Humor , 2014 .
[12] Irfan Ahmed,et al. Self-reported secure and insecure cyber behaviour: factor structure and associations with personality factors , 2017 .
[13] Jürgen Schmidhuber,et al. Long Short-Term Memory , 1997, Neural Computation.
[14] Jeffrey Dean,et al. Efficient Estimation of Word Representations in Vector Space , 2013, ICLR.
[15] Yuqing Tang,et al. Knowledge of words: An interpretable approach for personality recognition from social media , 2020, Knowl. Based Syst..
[16] Erik Cambria,et al. Recent trends in deep learning based personality detection , 2019, Artificial Intelligence Review.
[17] Chunxiao Yin,et al. Reposting negative information on microblogs: Do personality traits matter? , 2020, Inf. Process. Manag..
[18] Russel Pears,et al. SENTIPEDE: A Smart System for Sentiment-based Personality Detection from Short Texts , 2019, J. Univers. Comput. Sci..
[19] Hosam Al-Samarraie,et al. The impact of personality traits on users' information-seeking behavior , 2017, Inf. Process. Manag..
[20] T. Chamorro‐Premuzic,et al. Detecting the dark side of personality using social media status updates , 2018, Personality and Individual Differences.
[21] J. M. Digman. PERSONALITY STRUCTURE: EMERGENCE OF THE FIVE-FACTOR MODEL , 1990 .
[22] M. Mukaka,et al. Statistics corner: A guide to appropriate use of correlation coefficient in medical research. , 2012, Malawi medical journal : the journal of Medical Association of Malawi.
[23] Lisa Kaati,et al. Automatic Extraction of Personality from Text: Challenges and Opportunities , 2019, 2019 IEEE International Conference on Big Data (Big Data).
[24] Gregory J. Park,et al. Automatic personality assessment through social media language. , 2015, Journal of personality and social psychology.
[25] Mengjiao Wang,et al. User personality prediction based on topic preference and sentiment analysis using LSTM model , 2020, Pattern Recognit. Lett..