Andrew J. Hampton, PhD

Bio

Andrew is a Research Scientist Assistant Professor at the Institute for Intelligent Systems & Department of Psychology, within the University of Memphis. He has served as project manager on the pioneering hybrid tutor ElectronixTutor, chair of the IEEE Standards Association working group for Adaptive Instructional Systems, leadership team member for the NSF-funded Learner Data Institute, and project co-leader for a novel form of conversation-based AI learning and engagement called TalkShop. He has experience in classroom instruction for General Psychology, Writing for Psychology, Psychology of Film, and Advanced Statistics.

Andrew studied at the University of Central Florida and the Burnett Honors College on a full National Merit scholarship. After graduating with a B.S. in psychology and a minor in cognitive science, he moved back to his hometown of Cincinnati where he began working as an assistant to Dr. Valerie Shalin and Dr. Robert Gilkey on an investigation of spatialized audio technology at Wright Patterson Air Force Base. Andrew entered the Wright State University Human Factors/Industrial Organizational doctoral program in the fall of 2011 where he worked both as a graduate research assistant (investigating social media as a means to facilitate emergency response as part of a National Science Foundation grant) and as a graduate teaching assistant (constructing his own curriculum for a senior Capstone course). In addition, he served as a co-founder of the Professional Development Group, a graduate student organization developed to encourage independent initiatives. While at Wright State, he earned his Master's degree in 2013, the program's Graduate Student Excellence Award in 2014, and his PhD in 2018.

His paper with Valerie Shalin, Sentinels of Breach: Lexical Choice as a Measure of Urgency in Social Media Communications, won the 2016 Human Factors Prize for Excellence in Human Factors/Ergonomics Research. This work formed the basis of his doctoral dissertation, concerning the application of basic psycholinguistic cues to identify areas of relative need within disaster contexts, in an effort to contribute to the symbol grounding problem within social media.

Andrew's research interests include technologically mediated communication, psycholinguistics, semiotics, adaptive educational technology, artificial intelligence, political psychology, and the ethical implications of AI from a psychological perspective.

Selected

Publications

Morgan, B., Hogan, A. M., Hampton, A. J., Lippert, A. M., & Graesser, A. C. (2019). The need for personalized learning and the potential of intelligent tutoring systems. In P. Van Meter, A. List, D. Lombardi, & P. Kendeou (Eds.), Handbook of learning from multiple representations and perspectives. New York: Routledge.


Hampton, A. J. (July 2019). Fantastic tutors & how to bind them. ALTTAI Learning Science Colloquium, Memphis, TN.


Hampton, A. J. (June 2019). Making it real: Open source tools and industry standards for adaptive learning and assessment systems. Symposium conducted at the International Association for Computerized Adaptive Testing 2019, Minneapolis, Minnesota.


Hampton, A. J., Rus, V., Andrasik, F., Nye, B. D., & Graesser, A. C. (2019). A Conversational intelligent agent for Navy career guidance and counseling. In R. Barták and K. Brawner (Eds.) Proceedings of the Thirty-Second Florida Artificial Intelligence Research Society Conference (pp. 402–407). Sarasota, FL: AAAI Press.


Sottilare, R. A., Domeshek, E., Hampton, A. J., Cockroft, J. L., Barr, A., Graesser, A. C., Robson, R., & Tong, R. (Eds.) (2019). Proceedings of the second adaptive instructional system (AIS) standards workshop. Menlo Park, CA, USA: Aeterna Publishing.


Hu, X., Cai, Z., Hampton, A. J., Cockroft, J. L., Graesser, A. C., Copeland, C., & Folsom-Kovarik, J. T. (2019). Capturing AIS behavior using xAPI-like statements. In R. A. Sottilare & J. Schwarz (Eds.) Proceedings of the First International Conference, AIS 2019, Held as Part of the 21st HCI International Conference (204–216), Orlando, FL, USA, July 26–31, 2019.


Hampton, A. J. (2019). Conversational AIS as the cornerstone of hybrid tutors. In R. A. Sottilare & J. Schwarz (Eds.) Proceedings of the First International Conference, AIS 2019, Held as Part of the 21st HCI International Conference (634–644), Orlando, FL, USA, July 26–31, 2019.


Hampton, A. J., & Graesser, A. C. (2019). Foundational principles and design of a hybrid tutor. In R. A. Sottilare & J. Schwarz (Eds.) Proceedings of the First International Conference, AIS 2019, Held as Part of the 21st HCI International Conference (pp. 96–107), Orlando, FL, USA, July 26–31, 2019.


Hampton, A. J., & Baker, R. S. (2019). Reports to facilitate improvements in adaptive instructional systems. In J. Johnston, R. Sottilare, A. Sinatra, & C. S. Burke (Eds.) Building Intelligent Tutoring Systems for Teams: Self-improving Systems (pp. 173–211). West Yorkshire, UK: Emerald Publishing.


DeFalco, J. A., DeFalco, A., & Hampton, A. J. (2018). Establishing a definitional model for AISs: Invoking Dewey’s transactional theory of knowledge. In R. A. Sottilare, E. Domeshek, A. J. Hampton, J. L. Cockroft, A. Barr, A. C. Graesser, R. Robson, & R. Tong (Eds.) Proceedings of the Second Adaptive Instructional System (AIS) Standards Workshop (pp. 31–35). Menlo Park, CA, USA: Aeterna Publishing.


Tackett, A. C., Cai, Z., Hampton, A. J., Graesser, A. C., Hu, X., Ramirez-Padro, R., Folsom-Kovarik, J. & Copland, C. (2018). Knowledge components as a unifying standard of intelligent tutoring systems. In Exploring Opportunities to Standardize Adaptive Instructional Systems (AISs) Workshop of the 19th International Conference of the Artificial Intelligence in Education (AIED) Conference. London, UK.


Rus, V., Hampton, A. J., Andrasik, F., & Graesser, A. C. (2018). Claire the counselor: The promise and design of a career guidance and counseling agent. In Intelligent Mentoring Systems (IMS) Workshop of the 19th International Conference of the Artificial Intelligence in Education (AIED) Conference. London, UK.


Hampton, A. J. (2018). Potential to migrate ElectronixTutor to GIFT. Symposium conducted at the 14th International Conference on Intelligent Tutor Systems, Montréal, Canada.


Windsor, L., Cupit, G., Hampton, A. J., & Windsor, A. (2019). Local politics in an international context: A linguistic analysis of community resiliency in Memphis, TN. Local Government Studies, 45(3), 350–371.

Shi, G., Lippert, A. M., Hampton, A. J., Chen, S., Fang, Y., & Graesser, A. C. (2018). Diagnosing reading deficiencies of adults with low literacy skills in an intelligent tutoring system. Workshop on Exploring Opportunities for Caring Assessments, Montreal, Quebec, Canada.


Morgan, B., Hampton, A. J., Cai, Z., Tackett, A. C., Wang, L., Hu, X., & Graesser, A. C. (2018). ElectronixTutor integrates multiple learning resources to teach electronics on the web. Tutorial presented at the International Conference on Artificial Intelligence in Education, London, England, UK.


Rüsenberg, F., Hampton, A. J., Shalin, V. L., & Feufel, M. A. (2018, July). Stop words are not “nothing”: German modal particles and public engagement in social media. In International Conference on Social Computing, Behavioral-Cultural Modeling and Prediction and Behavior Representation in Modeling and Simulation (pp. 89–96). Springer, Cham.


Hampton, A. J., Hu, X, Graesser, A. C., Cai, Z., & Tackett, A. C. (2018). Potential to migrate ElectronixTutor to GIFT. Symposium conducted at the Sixth GIFT User Symposium, Orlando, FL.


Graesser, A. C., Hampton, A. J., Morgan, B. Wang, L., Majmudar, C. A., Morshed, B. I., Hu, X., Nye, B. D., Cai, Z., Tackett, A. C., & Olney, A. (2018). ElectronixTutor: An adaptive learning platform with multiple resources. In Proceedings of the Interservice / Industry Training, Simulation, & Education Conference (I/ITSEC '18), Orlando, FL, November 26–30, 2018.


Carmon, C., Morgan, B., & Hampton, A. J. (2018). Semantic matching evaluation in ElectronixTutor. In K. E. Boyer, & M. Yudelson (Eds.) Proceedings of Educational Data Mining 2018 (pp. 580–583). Buffalo, NY, USA.


Cai, Z., Hampton, A. J., Graesser, A. C., Hu, X., Cockroft, J. L., Shaffer, D. W., Dorneich, M. C., & Sinatra, A. M. (2018). The roles of talking agents in online collaborative learning environments. In J. Johnston, R. Sottilare, A. Sinatra, & C. S. Burke (Eds.) Building intelligent tutoring systems for teams: What matters (pp. 89–96). West Yorkshire, UK: Emerald Publishing.


Zachary, W. W., Goldberg, B., & Hampton, A. J. (2018). The role of context in team performance and team training. In J. Johnston, R. Sottilare, A. Sinatra, & C. S. Burke (Eds.) Building intelligent tutoring systems for teams: What matters (pp. 142–150). West Yorkshire, UK: Emerald Publishing.

Graesser, A. C., Hu, X., Nye, B. D., VanLehn, K., Kumar, R., Heffernan, C., Woolf, B., Olney, A. M., Rus, V., Andrasik, F., Pavlik, P. I., Cai, Z., Wetzel, J., Morgan, B., Hampton, A. J., Lippert, A. M., Wang, L., Chen, Q., Vinson, J. E., Kelly, C. N., McGlown, C., Majmudar, C. A., Morshed, B., & Baer, W. (2018). ElectronixTutor: An intelligent tutoring system with multiple learning resources for electronics. International Journal of STEM Education, 5(1), 15.


Hampton, A. J., Nye, B. D., Pavlik, P. I., Swartout, W. R., Graesser, A. C., & Gunderson, J. (2018). Mitigating knowledge decay from instruction with voluntary use of an adaptive learning system. In C. P. Rosé, R. Martínez-Maldonado, H. U. Hoppe, R. Luckin, M. Mavrikis, K. Porayska-Pomsta, B. McLaren, & B. du Boulay (Eds.) Proceedings of the 2018 Artificial Intelligence in Education Conference (pp. 119–133). London, England.


Shubeck, K. T., Fang, Y., Hampton, A. J., Morgan, B., Hu, X., & Graesser, A. C. (2018). Embedding effective teaching strategies in intelligent tutoring systems. In S. Craig (Ed.), Tutoring and Intelligent Tutoring Systems. Hauppauge, NY: Nova Science Publishers, Inc.


Graesser, A. C., Dowell, N., Hampton, A. J., Lippert, A. M., Li, H., & Shaffer, D. W. (2018). Building intelligent conversational tutors and mentors for team collaborative problem solving: Guidance from the 2015 Program for International Student Assessment. In J. Johnston, R. Sottilare, A. M. Sinatra, & C. S. Burke (Eds.), Building intelligent tutoring systems for teams: What matters (pp. 173–211). West Yorkshire, UK: Emerald Publishing.


Graesser, A. C., Nixon, T. M., Hampton, A. J., Franklin, S. E., & Love, J. B. (2018). VIA: Using GOMS to improve authorware for a virtual internship environment. In R. D. Roscoe, S. D. Craig, & I. Douglas (Eds.), End-user Considerations in Educational Technology Design (pp. 205–216). Hershey, PA: IGI Global. doi:10.4018/978-1-5225-2639-1

Hampton, A. J. (2017). Current efforts in complex digital learning environments. ALTTAI Joint Taiwan–Austria Research Consortium, Kenting, Taiwan.


Hampton, A. J., Clewley, D., Gautam, D., & Graesser, A. C. (2017). Analysis of mentor speech acts in guided collaborative learning in land science. In Proceedings of the 2nd Workshop on Intelligent Mentoring Systems IMS2017. Wuhan, China.


Hampton, A. J., Bhatt, S., Smith, A., Brunn, J., Purohit, H., Shalin, V. L., Flach, J. M., Sheth, A. P. (2017). Constructing synthetic social media stimuli for an emergency preparedness functional exercise. In T. Comes, F. Bénaben, C. Hanachi, M. Lauras, & A. Montarnal (Eds.), Proceedings of ISCRAM ’17 (pp. 181-189). Albi, Occitanie Pyrénées-Méditerranée, France.

Graesser, A. C., Lippert, A. M., & Hampton, A. J. (2017) Successes and failures in building learning environments to promote deep learning: The value of conversational agents. In J. Buder and F. W. Hesse (Eds.), Informational environments: Effects of use, effective design (pp. 273–298). New York: Springer.


Hampton, A. J. & Shalin, V. L. (2017). Sentinels of breach: Lexical choice as a measure of urgency in social media. Human Factors, 59(4), 505–519.


Purohit, H., Banerjee, T., Hampton, A., Shalin, V. L., Sheth, A. P., Bhandutia, N. (2016). Gender-based violence in 140 characters or fewer: A #BigData case study of Twitter. First Monday, 21, Number 1–4. http://dx.doi.org/10.5210/fm.v21i1

Purohit, H., Hampton, A., Bhatt, S., Shalin, V. S., Sheth, A. P., & Flach, J. M. (2014). Identifying seekers and suppliers in social media communities to support crisis coordination. Computer Supported Cooperative Work, August 2014. doi:10.1007/s10606-014-9209-y

Bhatt, S. P., Purohit, H., Hampton, A., Shalin, V. L., Sheth, A. P., & Flach, J. M. (2014, June). Assisting coordination during crisis: a domain ontology based approach to infer resource needs from tweets. In Proceedings of the 2014 ACM Conference on Web Science (pp. 297-298). ACM.

Purohit, H., Bhatt, S., Hampton, A., Shalin, V., Sheth, A., & Flach, J. (2014). With whom to coordinate, why and how in ad-hoc social media communities during crisis response. In Proceedings of the 11th International Conference on Information Systems for Crisis Response and Management. University Park, Pennsylvania.

Hampton, A. (2013). Spatialized audio and landmarks in team navigation. (Master of Science thesis). Retrieved from OhioLINK.

Purohit, H., Hampton, A., Shalin, V. L., Sheth, A. P., Flach, J. M., & Bhatt, S. (2013). What kind of# conversation is Twitter? Mining# psycholinguistic cues for emergency coordination. Computers in Human Behavior, 29(6), 2438-2447.

Purohit, H., Hampton, A., Bhatt, S., Shalin, V. L., Sheth, A. P., & Flach, J. M. (2013). An Information filtering and management model for Twitter traffic to assist crises response coordination. Technical Report, Kno.e.sis Center.

Purohit, H., Hampton, A., Shalin, V. L., Sheth, A. P., & Flach, J. M. (2012). Framework to analyze coordination in crisis response. Collaboration and Crisis Informatics, Workshop in conjunction with CSCW-2012.

Purohit, H., Hampton, A., Shalin, V. L., Sheth, A. P., & Flach, J. M. (2012). What kind of #communication is Twitter? A psycholinguistic perspective on communication in Twitter for the purpose of emergency coordination. NSF SoCS Symposium.

Hampton, A., Shalin, V. L., Robinson, E., Simpson, B., Finomore, V., Cowgill, J., Moore, T., Rapoch, T., & Gilkey, R. (2012). The Impact of spatialized communications on team navigation. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting (Vol. 56, No. 1, pp. 463-467). SAGE Publications.

Robinson, E., Simpson, B., Finomore, V., Cowgill, J., Shalin, V. L., Hampton, A., Moore, T., Rapoch, T., & Gilkey, R. (2012). Aurally aided visual threat acquisition in a virtual urban battlespace. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting (Vol. 56, No. 1, pp. 1471-1475). SAGE Publications.

Contact

Information

E-mail: andrew.hampton@memphis.edu

Mobile: (513) 256-8709