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Svitlana Volkova

Scientist
Pacific Northwest National Laboratory
PO Box 999
MSIN: K7-28
Richland, WA 99352

PNNL Publications

2017

  • Arendt DL, and S Volkova. 2017. "ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media." In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (ACL 2017) - System Demonstrations, July 30-August 4, 2017, Vancouver, BC, Canada, vol. 2, pp. 25-30; Paper No. P17-4005.  Association for Computational Linguistics, STROUDSBURG, PA.  doi:10.18653/v1/P17-4005
  • Pathak N, MJ Henry, and S Volkova. 2017. "Understanding Social Media’s Take on Climate Change through Large-Scale Analysis of Targeted Opinions and Emotions." In The AAAI 2017 Spring Symposium on Artificial Intelligence for Social Good (AISOC 2017), March 27-29, 2017, Stanford, California, pp. 45-52.  Association for the Advancement of Artificial Intelligence, PALO ALTO, CA. 
  • Corley CD, S Volkova, J Rounds, LE Charles-Smith, JJ Harrison, JA Mendoza, and KS Han. 2017. Biosurveillance Using Clinical Diagnoses and Social Media Indicators in Military PopulationsPNNL-26271, Pacific Northwest National Laboratory, Richland, WA. 
  • Rashkin HJ, EB Bell, Y Choi, and S Volkova. 2017. "Multilingual Connotation Frames: A Case Study on Social Media for Targeted Sentiment Analysis and Forecast." In The 55th Annual Meeting of the Association for Computational Linguistics, July 30-August 4, 2017, Vancouver, BC, Canada, vol. 2, pp. 459-464; Paper No. P17-2073.  Association for Computational Linguistics, STROUDSBURG, PR.  doi:10.18653/v1/P17-2073
  • Stewart IB, DL Arendt, EB Bell, and S Volkova. 2017. "Measuring, Predicting and Visualizing Short-Term Change in Word Representation and Usage in VKontakte Social Network." In THE 11TH INTERNATIONAL AAAI CONFERENCE ON WEB AND SOCIAL MEDIA (ICWSM-17), May 16-18, 2017, Montreal, Canada, pp. 672-675.  Association for the Advancement of Artificial Intelligence, PALO ALTO, CA. 
  • Volkova S, LE Charles-Smith, JJ Harrison, and CD Corley. 2017. "Uncovering the Relationships Between Military Community Health and Affects Expressed in Social Media." EPJ Data Science 6:Article No. 9.  doi:10.1140/epjds/s13688-017-0102-z
  • Volkova S, KJ Shaffer, JY Jang, and NO Hodas. 2017. "Separating Facts from Fiction: Linguistic Models to Classify Suspicious and Trusted News Posts on Twitter." In Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, July 30-August 4, 2017, Vancouver, BC, Canada, vol. 2, pp. 647-653; Paper No. 10.18653/v1/P17-2102.  STROUDSBURG, PA.  doi:10.18653/v1/P17-2102

2016

  • Han K, S Volkova, and CD Corley. 2016. "Understanding Roles of Social Media in Academic Engagement and Satisfaction for Graduate Students." In Proceedings of the CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA 2016), May 7-12, 2016, San Jose, California, pp. 1215-1221.  ACM, NEW YORK, NY.  doi:10.1145/2851581.2892517
  • Pavalanathan U, VV Datla, S Volkova, LE Charles-Smith, MA Pirrung, JJ Harrison, AR Chappell, and CD Corley. 2016. "Discourse, Health and Well-being of Military Populations through the Social Media Lens." In The Workshops of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, pp. 796-803.  Association for the Advancement of Artificial Intelligence, PALO ALTO, CA. 
  • Volkova S, I Chetviorkin, DL Arendt, and B Van Durme. 2016. "Contrasting Public Opinion Dynamics and Emotional Response during Crisis." In 8th International Conference on Social Informatics (SocInfo 206), November 11-14, Bellevue, WA. Lecture Notes in Computer Science, vol. 10046, ed. E Spiro and YY Ahn, pp. 312-329.  Springer, Cham, Switzerland.  doi:10.1007/978-3-319-47880-7_19
  • Volkova S, K Han, and CD Corley. 2016. "Using Social Media to Measure Student Wellbeing: A Large-Scale Study of Emotional Response in Academic Discourse." In 8th International Conference on Social Informatics (SocInfo 2016), November 11-14, 2016, Bellevue, WA. Lecture Notes in Computer Science, vol. 10046, ed. E Spiro and YY Ahn, pp. 510-526.  Springer, Cham, Switzerland.  doi:10.1007/978-3-319-47880-7_32

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