BOOK CHAPTERS

36) Keshtkar, F., Burkett, C., Li, H., & Graesser, A. C. (2014). Using data mining techniques to detect the personality of players in an educational game. In A. Pena-Ayala (Ed.), Educational data mining: Applications and trends (pp. 125-150). New York: Springer.

35) Graesser, A. C.,Keshtkar, F., & Li, H. (2014). The role of natural language and discourse processing in advanced tutoring systems. In T. Holtgraves (Ed.), Oxford Handbook of Language and social psychology (pp. 491-509). New York: Oxford University Press

34) Diana Inkpen, Fazel Keshtkar, and Diman Ghazi. Analysis and Generation of Emotion in Texts. In KEPT 2009 Knowledge Engineering-Principles and Techniques, Selected Papers, Eds: Militon Frentiu and Horia F. Pop, Presa Universitara Clujeana, ISSN: 2067-1180, pp. 3-13, 2009.[PDF] [bibtex]

JOURNAL ARTICLES

33) Azim Keshtkar, Siamak Arzanpour, Fazel Keshtkar (2016) Adaptive residential demand-side management using rule-based techniques in smart grid environments, Energy and Buildings, Volume 133, 1 December 2016, Pages 281-294, ISSN 0378-7788, http://dx.doi.org/10.1016/j.enbuild.2016.09.070

32) A. Keshtkar, S. Arzanpour, F. Keshtkar, and P. Ahmadi (2015). Smart Residential Load Reduction via Fuzzy Logic, Wireless Sensors, and Smart Grid Incentives. Energy and Buildings, Volume 104, pp. 165-180, October 2015.

31) Fazel Keshtkar & Diana Inkpen (2013). A Bootstrapping Method for Extracting Paraphrases of Emotion Expressions from Texts. Computational Intelligence, 29(3), 417-435.

30) Fazel Keshtkar and Diana Inkpen (2011). An Hierarchical Approach to Mood Classication in Blogs. In Journal of Natural Language Engineering (JNLE), University of Cambridge, UK, (2011) Vol 18(1), pp. 61-81, DOI:10.1017/S1351324911000118.

29) Maria Fernanda Caropreso, Diana Inkpen, Fazel Keshtkar, and Shahzad Khan. Template Authoring Environment for the Automatic Generation of Narrative Content. In Journal of Interactive Learning Research, (2012) 23(3), pp. 1--23.

28) Fazel Keshtkar, Wail Gueaieb, and Mehedi Masud. Knowledge-based Image Seg- mentation Using Swarm Intelligence Techniques." In International Journal of Innovative Computing and Applications (IJICA), (2012) Vol 4(2), pp.75--91.

27) Mehedi Masud and Fazel Keshtkar. Structured Query Translation in Peer to Peer Database Sharing Systems", DATA SCIENCE Journal, (2009) Vol. 8, PP. 209-216.

REFEREED CONFERENCE, WORKSHOP AND POSTER PAPERS

26) A. Keshtkar, S. Arzanpour, and F. Keshtkar (2015). An Autonomous System via Fuzzy Logic for Residential Peak Load Management in Smart Grids. in proceedings of the 47th North American Power Symposium (NAPS), North Carolina, Charlotte, USA, 4-6 Oct. 2015.

25) Fazel Keshtkar, Jordan Cowart, Ben Kingen and Andrew Crutcher (2015). Analyzing Students' Interaction based on their Response to Determine Their Learning Outcome. In Proceeding of Educational Data Mining Conference, June 26-29, 2015, Madrid, Spain.

24) Fazel Keshtkar, Jordan Cowart, Ben Kingen, and Andrew Crutcher (2015). Analyzing Meta-data in Moodle Online Learning to Determine the Students? Learning Behaviors. Proceeding of FALIRS-28, 2015, Hollywood, FL.(Poster)

23) Borhan Samei, Marzieh Eshtiagh, Fazel Keshtkar, Sattar Hashemi (2014). Multi- Document Summarization Using Graph-Based Iterative Ranking Algorithms and Infor- mation Theoretical Distortion Measures. Proceedings of the Twenty-Seventh International Florida Articial Intelligence Research Society Conference 21?23 May 2014, Pen- sacola Beach, Florida, USA. Edited: William Eberle and Chutima Boonthum-Denecke. pp. 214-218.

22) Samei, B., Li, H., Keshtkar, F., Rus, V., & Graesser, A. C. (2014). Context-based speech act classification in intelligent tutoring systems. In S. Trausan-Matu, K. Boyer, M. Crosby, & K. Panou (Eds.), Proceedings of the Twelfth International Conference on Intelligent Tutoring Systems (pp. 236-241). Berlin: Springer.

21) Keshtkar, F., Samei, B., Morgan, B., & Graesser, A. C. (2013). A data mining approach to construct production rules in an educational game. In E. Walker and C.K. Looi (Eds), Proceedings of the Workshops at the 16th International Conference on Artificial Intelligence in Education AIED 2013(pp. 11-14). Berlin: Springer.

20) Jin, W., Li, H., Cai, Z., Keshtkar, F., Graesser, A. C., & Shaffer, W. D. (2013). AutoMentor: Artificial intelligent mentor in educational game. In H. C. Lane, K. Yacef, J. Mostow, & P. Pavlik (Eds.), Proceedings of the 16th International Conference on Artificial Intelligence in Education (pp. 940-941). Berlin: Springer.

19) Keshtkar, F., Samei, B., Morgan, B., & Graesser, A. C. (2013). A data mining approach to construct production rules in an educational game. In E. Walker and C.K. Looi (Eds), Proceedings of the Workshops at the 16th International Conference on Artificial Intelligence in Education AIED 2013(pp. 11-14). Berlin: Springer.

18) Morgan, B., Keshtkar, F., Graesser, A., & Shaffer, D. W. (2013). Automating the mentor in a serious game: A discourse analysis using finite state machines. In C. Stephanidis (Ed.), Human Computer Interaction International 2013, Vol. 374 (pp. 591–595). Berlin: Springer.

17) Samei, B., Keshtkar, F., Graesser, A., & Rus, V. (2013). A tool for speech act classification using interactive machine learning. In S. K. D’Mello, R. A. Calvo, & A. Olney (Eds.), Proceedings of the 6th International Conference on Educational Data Mining (pp. 406–407). International Educational Data Mining Society.

16) Burkett, C., Keshtkar, F., Li, H., & Graesser, A.C. (2012). Constructing a personality-annotated corpus for educational game based on Leary’s Rose framework. In G. M. Youngblood, & P. M. McCarthy (Eds.), Proceedings of the 25th Florida Artificial Intelligence Research Society Conference (pp. 147-150). Palo Alto, California: AAAI Press.

15) Keshtkar, F., Burkett, C., Li, H., & Graesser, A.C. (2012). Detecting players personality behavior with any effort of concealment. In A. Gelbukh (Ed.), Proceedings of 13th International Conference on Intelligent Text Processing and Computational Linguistics (pp. 503-515). Heidelberg, Germany: Springer.

14) Keshtkar, F., Morgan, B., & Graesser, A. (2012). Introducing an Intelligent Virtual Suggestor and Assessment in Computer Educational Game. In Proceedings of 11th International Conference on Intelligent Tutoring System, ISGL Workshop (ITS 2012), Chania, Greece, June 14-18, 2012.

13) Keshtkar, F., & Morgan, B. & Graesser, A. (2012). Automated Detection of Mentors and Players in an Educational Game. In the 5th International Conference on Educational Data Mining (EDM12). Chania, Greece, June 19-21, 2012.

12) Keshtkar, F., Hatfeild, D., Wang, J., Cai, Z., & Graesser, A.C. (2012). The Components of the Intelligent Virtual Mentoring and Assessment in Computer Education Games for e-Learning. Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference (p. 570). Marco Island, FL: Association for the Advancement of Artificial Intelligence.

11) Morgan, B., Keshtkar, F., Duan, Y., & Graesser, A.C. (2012). Using state transition networks to analyze multi-party conversations in a serious game. In. S. A. Cerri, & B. Clancey (Eds.), Proceedings of the 11th International Conference on Intelligent Tutoring Systems (ITS 2012) (pp. 162-167). Berlin: Springer-Verlag.

10) Fazel Keshtkarand Diana Inkpen. “A Pattern-based Model for Generating Text to Express Emotion''. In Processing of Affective Computing and Intelligent Interaction (ACII-2011), Memphis, TN. Oct 9-12, 2011[BibTex]

9) Fazel Keshtkarand Diana Inkpen (2010). “A Corpus-based Method for Extracting Paraphrases of Emotion Terms“. In 11th NAACL-HLT-2010(North American Chapter of the Association for Computational Linguistics-Human Language Technologies),WS2: Computational Approaches to Analysis and Generation of Emotion in Text. June 1-6, 2010, Los Angeles, CA. [PDF]

8) Fazel Keshtkar, Mehedi Masud and Wail Gueaieb (2010). Segmentation of Image Using a Swarm Intelligence and Cellular Automata”. In 5th International Workshop on Advance Computing for Engineering Applications, ACEA-2010, PP: 26-33, TAIF, KSA. [pdf][bibtex]

7) Fazel Keshtkarand Diana Inkpen (2009). Using Sentiment Orientation Features for Mood Classification in Blog Corpus”, IEEE International Conference on Natural Language Processing and Knowledge Eng.(IEEE NLP-KE’2009), Dalian, China, Sep. 24-27, 2009.[pdf][bibtex]

6) Maria Fernanda Caropreso, Diana Inkpen, Shahzad Khan and Fazel Keshtkar (2009). Automatic Generation of Narrative Content for Digital Games. In IEEE NLP-KE 2009 (International Conference in Natural Language Processing and Knowledge Engineering), Sep. 24 – 27, 2009, Dalian , China.[pdf][bibtex]

5) Maria Fernanda Caropreso, Diana Inkpen, Shahzad Khan and Fazel Keshtkar (2009). Visual Development Process for Automatic Generation of Digital Games Narrative Content. In 47th ACL-IJCNLP Workshop, Aug 2-7 2009, Singapore. WS4: Language Generation and Summarisation.[pdf][bibtex]

4) Maria Fernanda Caropreso, Diana Inkpen, Shahzad Khan and Fazel Keshtkar (2009). Novice-Friendly Natural Language Generation Template Authoring Environment. In 22nd Canadian AI(AI’2009), Kelowna, BC, Canada, May 25-27 2009. [pdf][bibtex]

3) Fazel Keshtkarand Wail Gueaieb. Segmentation of Dental Radiographs Using a Swarm Intelligence Approach”. In IEEE; Canadian Conference on Electrical and Computer Engineering (CCECE'2006), Ottawa, Canada, 7th-10th May 2006.[pdf][bibtex]

2) Fazel Keshtkarand Wail Gueaieb (2006). Conventional and Agent-based Image Segmentation Algorithms: A Comparative Study”. In 11th International CSI Computer Conference (CSICC'2006), IPM, Tehran, Iran, 16th-18th Jan 2006.[pdf][bibtex]

1) Fazel Keshtkar, Wail Gueaieb, and Anthony White (2005). An Agent-Based Model for Image Segmentation”. In 13th Multi-disciplinary Iranian Researchers Conference in Europe(IRCE'2005), Leeds, United Kingdom, July 2005.[pdf] [bibtex-entry]