Robert Atkinson

Assoc Professor

  • 2468 Citations
  • 21 h-Index
19992020
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Research Output 1999 2018

  • 2468 Citations
  • 21 h-Index
  • 33 Article
  • 18 Conference contribution
  • 10 Chapter
  • 2 Book
2018

A biometric usability evaluation of instrument cluster and infotainment systems in two hybrid cars

Kula, I., Atkinson, R., Roscoe, R. & Branaghan, R., Jun 26 2018, 2017 IEEE SmartWorld Ubiquitous Intelligence and Computing, Advanced and Trusted Computed, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People and Smart City Innovation, SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

infotainment
biometry
Biometrics
Automobile instruments
automobile

Comparative study of laptops and touch-screen PCs for searching on the web

Debue, N., van de Leemput, C., Pradhan, A. & Atkinson, R., Jan 1 2018, Engineering Psychology and Cognitive Ergonomics - 15th International Conference, EPCE 2018, Held as Part of HCI International 2018, Proceedings. Harris, D. (ed.). Springer Verlag, p. 403-418 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10906 LNAI).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Touch screens
Comparative Study
Cognitive Load
Electroencephalography
Linear Mixed Model
2017
2 Citations (Scopus)

Affect Measurement: A Roadmap Through Approaches, Technologies, and Data Analysis

Gonzalez-Sanchez, J., Baydogan, M., Chavez-Echeagaray, M. E., Atkinson, R. & Burleson, W., Apr 17 2017, Emotions and Affect in Human Factors and Human-Computer Interaction. Elsevier, p. 255-288 34 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Brain computer interface
Data integration
Human computer interaction
Sampling
Communication
2 Citations (Scopus)

Assessing user experience via biometric sensor affect detection

Kula, I., Branaghan, R., Atkinson, R. & Roscoe, R., Jun 16 2017, End-User Considerations in Educational Technology Design. IGI Global, p. 122-138 17 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

experience
educational technology
functionality
supplement
performance
2016
educational technology
learning
computer science
psychology
instructional media

EEG-based user performance prediction using random forest in a dynamic learning environment

Lujan-Moreno, G. A., Atkinson, R. & Runger, G., Jan 1 2016, Intelligent Tutoring Systems: Structure, Applications and Challenges. Nova Science Publishers, Inc., p. 105-128 24 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Electroencephalography
Power spectral density
Feature extraction
Bandwidth
Sensors
1 Citation (Scopus)

Example-based learning: exploring the use of matrices and problem variability

Hancock-Niemic, M. A., Lin, L., Atkinson, R., Renkl, A. & Wittwer, J., Feb 1 2016, In : Educational Technology Research and Development. 64, 1, p. 115-136 22 p.

Research output: Contribution to journalArticle

learning
ability
interaction
student
Intelligent systems
Systems analysis
Data mining
Students
Case based reasoning
3 Citations (Scopus)

Using a computer game to teach school-aged children about asthma

Greer, M., Lin, L. & Atkinson, R., Jan 23 2016, (Accepted/In press) In : Interactive Learning Environments. p. 1-8 8 p.

Research output: Contribution to journalArticle

Computer games
computer game
Nutrition
school
Education
2015
9 Citations (Scopus)

Measuring student performance in general organic chemistry

Austin, A. C., Ben-Daat, H., Zhu, M., Atkinson, R., Barrows, N. & Gould, I., Jan 1 2015, In : Chemistry Education Research and Practice. 16, 1, p. 168-178 11 p.

Research output: Contribution to journalArticle

chemistry
Students
performance
student
cognitive ability
3 Citations (Scopus)

Mining memories: Designing a platform to support social media based writing

Sadauskas, J., Byrne, D. & Atkinson, R., Apr 18 2015, Conference on Human Factors in Computing Systems - Proceedings. Association for Computing Machinery, Vol. 2015-April. p. 3691-3700 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data storage equipment
Students

Modeling gameplay enjoyment, goal orientations, and individual characteristics

Quick, J. M. & Atkinson, R., Mar 31 2015, Gamification: Concepts, Methodologies, Tools, and Applications. IGI Global, Vol. 3-4. p. 1451-1478 28 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

7 Citations (Scopus)

Technology-enhanced learning in college mathematics remediation

Foshee, C. M., Elliott, S. & Atkinson, R., 2015, (Accepted/In press) In : British Journal of Educational Technology.

Research output: Contribution to journalArticle

mathematics
learning
semester
student
effects of technology
restructuring
Randomized Controlled Trials
career
Caucasian
Asian Americans
2014
19 Citations (Scopus)

Effects of visual cues and self-explanation prompts: empirical evidence in a multimedia environment

Lin, L., Atkinson, R., Savenye, W. & Nelson, B., 2014, (Accepted/In press) In : Interactive Learning Environments.

Research output: Contribution to journalArticle

intrinsic motivation
multimedia
cognitive learning
Animation
learning
4 Citations (Scopus)

Expansion and evaluation of a step-based tutorial program for linear circuit analysis

Skromme, B., Rayes, P., Cheng, B., McNamara, B., Gibson, A. S., Barrus, A., Quick, J. M., Atkinson, R., Huang, Y. F. & Robinson, D. H., 2014, ASEE Annual Conference and Exposition, Conference Proceedings. American Society for Engineering Education

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric network analysis
Students
Electric network topology
Networks (circuits)
Textbooks
1 Citation (Scopus)

Including affect-driven adaptation to the pac-man video game

Harris, A., Villa, A., Hoch, A., Chavez-Echeagaray, M. E., Kral, R., Gonzalez-Sanchez, J., Teposte, M. & Atkinson, R., Sep 13 2014, Proceedings - International Symposium on Wearable Computers, ISWC. IEEE Computer Society, p. 1-4 4 p. 2641360

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric fuses
Sensors
1 Citation (Scopus)

Modeling gameplay enjoyment, goal orientations, and individual characteristics

Quick, J. M. & Atkinson, R., Apr 1 2014, In : International Journal of Game-Based Learning. 4, 2, p. 51-77 27 p.

Research output: Contribution to journalArticle

Research Personnel
experience
gender
1 Citation (Scopus)

Multimodal detection of affective states: A roadmap through diverse technologies

Gonzalez-Sanchez, J., Burleson, W., Chavez-Echeagaray, M. E. & Atkinson, R., 2014, Conference on Human Factors in Computing Systems - Proceedings. Association for Computing Machinery, p. 1023-1024 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Demonstrations
2013
1 Citation (Scopus)

Affect recognition in learning scenarios: Matching facial-and BCI-based values

Gonzalez-Sanchez, J., Chavez-Echeagaray, M. E., Lin, L., Baydogan, M., Christopherson, R., Gibson, D., Atkinson, R. & Burleson, W., 2013, Proceedings - 2013 IEEE 13th International Conference on Advanced Learning Technologies, ICALT 2013. p. 70-71 2 p. 6601869

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Brain computer interface
Learning systems
Students
38 Citations (Scopus)

Animated agents and learning: Does the type of verbal feedback they provide matter?

Lin, L., Atkinson, R., Christopherson, R. M., Joseph, S. S. & Harrison, C. J., 2013, In : Computers and Education. 67, p. 239-249 11 p.

Research output: Contribution to journalArticle

Feedback
learning
social agencies
learning motivation
multimedia
7 Citations (Scopus)

Computer-aided instruction for introductory linear circuit analysis

Skromme, B., Rayes, P. J., Whitlatch, C. D., Wang, Q., Barrus, A., Quick, J. M., Atkinson, R. & Frank, T. S., 2013, Proceedings - Frontiers in Education Conference, FIE. p. 314-319 6 p. 6684839

Research output: Chapter in Book/Report/Conference proceedingConference contribution

computer-aided instruction
Computer aided instruction
Electric network analysis
Students
Textbooks
8 Citations (Scopus)

Enhancing learning from different visualizations by self-explanation prompts

Lin, L. & Atkinson, R., Jan 1 2013, In : Journal of Educational Computing Research. 49, 1, p. 83-110 28 p.

Research output: Contribution to journalArticle

visualization
Visualization
experiment
learning
Experiments
36 Citations (Scopus)

Investigating the impact of pedagogical agent gender matching and learner choice on learning outcomes and perceptions

Ozogul, G., Johnson, A., Atkinson, R. & Reisslein, M., 2013, In : Computers and Education. 67, p. 36-50 15 p.

Research output: Contribution to journalArticle

Students
gender
learning
student
experiment
1 Citation (Scopus)

Multimodal affect recognition in virtual worlds: Avatars mirroring user's affect

Gonzalez-Sanchez, J., Chavez-Echeagaray, M. E., Gibson, D. & Atkinson, R., 2013, Proceedings - 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013. p. 724-725 2 p. 6681524

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Mirrors
Communication
14 Citations (Scopus)

Searching for the two sigma advantage: Evaluating algebra intelligent tutors

Sabo, K. E., Atkinson, R., Barrus, A. L., Joseph, S. S. & Perez, R. S., 2013, In : Computers in Human Behavior. 29, 4, p. 1833-1840 8 p.

Research output: Contribution to journalArticle

Algebra
Mathematics
Students
Learning
Intelligent systems
10 Citations (Scopus)

Teaching linear circuit analysis techniques with computers

Skromme, B., Wang, Q., Rayes, P., Quick, J. M., Atkinson, R. & Frank, T., 2013, ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Electric network analysis
Teaching
Students
Networks (circuits)
Electric network topology
2 Citations (Scopus)

Toward social media based writing

Sadauskas, J., Byrne, D. & Atkinson, R., 2013, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Vol. 8013 LNCS. p. 276-285 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8013 LNCS, no. PART 2).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Social Media
Text messaging
Students
Feedback
Communication
2012
1 Citation (Scopus)

Affective computing meets design patterns: A pattern-based model for a multimodal emotion recognition framework

Gonzalez-Sanchez, J., Chavez-Echeagaray, M. E., Atkinson, R. & Burleson, W., 2012, ACM International Conference Proceeding Series.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Software design
Computer systems
Health
1 Citation (Scopus)

Animations and multimedia tutorials

Atkinson, R., Lin, L. & Joseph, S. S., Aug 2012, Handbook of Technology in Psychology, Psychiatry and Neurology: Theory, Research, and Practice. Nova Science Publishers, Inc., p. 69-90 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Multimedia
Learning
Research
Guidelines
Practice Guidelines
3 Citations (Scopus)

Development of the science technology engineering and mathematics - Active listening skills assessment (STEM-ALSA)

Wilkins, K. G., Bernstein, B., Bekki, J., Harrison, C. J. & Atkinson, R., 2012, Proceedings - Frontiers in Education Conference, FIE. 6462248

Research output: Chapter in Book/Report/Conference proceedingConference contribution

mathematics
Students
engineering
Factor analysis
science
25 Citations (Scopus)

Empirical taxonomies of gameplay enjoyment: Personality and video game preference

Quick, J. M., Atkinson, R. & Lin, L., Jul 2012, In : International Journal of Game-Based Learning. 2, 3, p. 11-31 21 p.

Research output: Contribution to journalArticle

Video Games
computer game
taxonomy
Personality
personality
7 Citations (Scopus)

Lost in the dark: Emotion adaption

Bernays, R., Mone, J., Yau, P., Murcia, M., Gonzalez-Sanchez, J., Chavez-Echeagaray, M. E., Christopherson, R. & Atkinson, R., 2012, Adjunct Proceedings of the 25th Annual ACM Symposium on User Interface Software and Technology, UIST'12. p. 79-80 2 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Interfaces (computer)
Brain
Lighting
Color
2 Citations (Scopus)

MLearning: An embodied perspective

Denham, A. R., Quick, J. M. & Atkinson, R., 2012, In : International Journal of Cyber Behavior, Psychology and Learning. 2, 3, p. 1-14 14 p.

Research output: Contribution to journalArticle

Learning
learning
hardware
educational research
Cognition

Mobile applications as tools to support embodied learning: Current practice and future directions

Denham, A. R., Gonzalez-Sanchez, J., Chavez-Echeagaray, M. E. & Atkinson, R., 2012, In : International Journal of Cyber Behavior, Psychology and Learning. 2, 4, p. 1-16 16 p.

Research output: Contribution to journalArticle

Mobile Applications
Learning
learning
Galaxies
Direction compound
1 Citation (Scopus)

Mobile technologies in education and healthcare

Atkinson, R., Denham, A. & Quick, J., Aug 2012, Handbook of Technology in Psychology, Psychiatry and Neurology: Theory, Research, and Practice. Nova Science Publishers, Inc., p. 209-226 18 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Technology
Delivery of Health Care
Education
9 Citations (Scopus)

Supporting the assembly process by leveraging augmented reality, cloud computing, and mobile devices

Gonzalez-Sanchez, J., Conley, Q., Chavez-Echeagaray, M. E. & Atkinson, R., 2012, In : International Journal of Cyber Behavior, Psychology and Learning. 2, 3, p. 86-102 17 p.

Research output: Contribution to journalArticle

Guidelines
Equipment and Supplies
Technology
visualization
Cloud Computing
11 Citations (Scopus)

The gameplay enjoyment model

Quick, J. M., Atkinson, R. & Lin, L., Oct 2012, In : International Journal of Gaming and Computer-Mediated Simulations. 4, 4, p. 64-80 17 p.

Research output: Contribution to journalArticle

Dams
Education
1 Citation (Scopus)

The participatory web

Atkinson, R., Sabo, K. & Conley, Q., Aug 2012, Handbook of Technology in Psychology, Psychiatry and Neurology: Theory, Research, and Practice. Nova Science Publishers, Inc., p. 91-120 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Social Media
Technology
Mental Health
Blogging
Social Networking
5 Citations (Scopus)
networking
Students
Computer Security
Education
student
2011
25 Citations (Scopus)

ABE: An agent-based software architecture for a multimodal emotion recognition framework

Gonzalez-Sanchez, J., Chavez-Echeagaray, M. E., Atkinson, R. & Burleson, W., 2011, Proceedings - 9th Working IEEE/IFIP Conference on Software Architecture, WICSA 2011. p. 187-193 7 p. 5959690

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Software architecture
Health care
6 Citations (Scopus)

How to do multimodal detection of affective states?

Gonzalez-Sanchez, J., Christopherson, R. M., Chavez-Echeagaray, M. E., Gibson, D. C., Atkinson, R. & Burleson, W., 2011, Proceedings of the 2011 11th IEEE International Conference on Advanced Learning Technologies, ICALT 2011. p. 654-655 2 p. 5992431

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Biofeedback
Gesture recognition
Intelligent systems
Brain
Demonstrations
90 Citations (Scopus)

Using animations and visual cueing to support learning of scientific concepts and processes

Lin, L. & Atkinson, R., Apr 2011, In : Computers and Education. 56, 3, p. 650-658 9 p.

Research output: Contribution to journalArticle

Animation
learning
multimedia
efficiency
time
2010
1 Citation (Scopus)

An Example Order for Cognitive Skill Acquisition

Renkl, A. & Atkinson, R., Apr 1 2010, In Order to Learn: How the sequence of topics influences learning. Oxford University Press

Research output: Chapter in Book/Report/Conference proceedingChapter

Learning
Educational Models
Research
22 Citations (Scopus)

Learning from worked-out examples and problem solving

Renkl, A. & Atkinson, R., Jan 1 2010, Cognitive Load Theory. Cambridge University Press, p. 89-108 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Learning
Physics
Research Personnel
Mathematics
Research Design
2009
30 Citations (Scopus)

Investigating the utility of eye-tracking information on affect and reasoning for user modeling

Muldner, K., Christopherson, R., Atkinson, R. & Burleson, W., 2009, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 5535 LNCS. p. 138-149 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5535 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Eye Tracking
User Modeling
Reasoning
Bandwidth
User Model
2008
1 Citation (Scopus)

An evaluation of intelligent reading tutors

Ramachandran, S. & Atkinson, R., 2008, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 5091 LNCS. p. 731-733 3 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5091 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Teaching
Evaluation
Cognitive Models
Customization
Demonstrate

Using narrative and game-schema acquisition techniques to support learning from educational games

Koenig, A. D. & Atkinson, R., 2008, Cognitive Effects of Multimedia Learning. IGI Global, p. 312-325 14 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

narrative
learning
holistic approach
computer game
instruction
2007
84 Citations (Scopus)

Animated pedagogical agents: Does their degree of embodiment impact learning from static or animated worked examples?

Lusk, M. M. & Atkinson, R., Sep 2007, In : Applied Cognitive Psychology. 21, 6, p. 747-764 18 p.

Research output: Contribution to journalArticle

Learning
Gestures
Locomotion
Communication
Embodiment
88 Citations (Scopus)

Fostering multimedia learning of science: Exploring the role of an animated agent's image

Dunsworth, Q. & Atkinson, R., Nov 2007, In : Computers and Education. 49, 3, p. 677-690 14 p.

Research output: Contribution to journalArticle

narration
multimedia
science
learning
Students