World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
41
Citations
8282
World Ranking
8745
National Ranking
3737

Beverly Park Woolf publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Beverly Park Woolf sits on this spectrum.

32–41 publications: 7 scientists 42–51 publications: 22 scientists 52–61 publications: 82 scientists 62–71 publications: 134 scientists 72–81 publications: 249 scientists 82–91 publications: 324 scientists 92–101 publications: 421 scientists 102–111 publications: 420 scientists 112–121 publications: 497 scientists 122–131 publications: 544 scientists 132–141 publications: 555 scientists 142–151 publications: 609 scientists 152–161 publications: 559 scientists 162–171 publications: 534 scientists 172–181 publications: 556 scientists 182–191 publications: 583 scientists 192–201 publications: 519 scientists 202–211 publications: 508 scientists 212–221 publications: 490 scientists 222–231 publications: 437 scientists 232–241 publications: 423 scientists 242–251 publications: 408 scientists 252–261 publications: 377 scientists 262–271 publications: 301 scientists 272–281 publications: 335 scientists 282–291 publications: 320 scientists 292–301 publications: 293 scientists 302–311 publications: 250 scientists 312–321 publications: 238 scientists 322–331 publications: 206 scientists 332–341 publications: 209 scientists 342–351 publications: 208 scientists 352–361 publications: 162 scientists 362–371 publications: 176 scientists 372–381 publications: 127 scientists 382–391 publications: 158 scientists 392–401 publications: 128 scientists 402–411 publications: 104 scientists 412–421 publications: 94 scientists 422–431 publications: 99 scientists 432–441 publications: 83 scientists 442–451 publications: 108 scientists 452–461 publications: 73 scientists 462–471 publications: 77 scientists 472–481 publications: 69 scientists 482–491 publications: 84 scientists 492–501 publications: 62 scientists 502–511 publications: 54 scientists 512–521 publications: 57 scientists 522–531 publications: 51 scientists 532–541 publications: 51 scientists 542–551 publications: 32 scientists 552–561 publications: 38 scientists 562–571 publications: 28 scientists 572–581 publications: 43 scientists 582–591 publications: 33 scientists 592–601 publications: 41 scientists 602–611 publications: 32 scientists 612–621 publications: 28 scientists 622–631 publications: 25 scientists 632–641 publications: 27 scientists 642–651 publications: 17 scientists 652–661 publications: 20 scientists 662–671 publications: 17 scientists 672–681 publications: 15 scientists 682–691 publications: 14 scientists 692–701 publications: 21 scientists 702–711 publications: 13 scientists 712–721 publications: 12 scientists 722–731 publications: 19 scientists 732–741 publications: 14 scientists 742–751 publications: 12 scientists 752–761 publications: 10 scientists 762–771 publications: 10 scientists 772–781 publications: 11 scientists 782–791 publications: 10 scientists 792–801 publications: 11 scientists 802–811 publications: 8 scientists 812–821 publications: 8 scientists 822–831 publications: 7 scientists 832–841 publications: 11 scientists 842–851 publications: 10 scientists 852–861 publications: 5 scientists 862–871 publications: 9 scientists 872–881 publications: 4 scientists 882–891 publications: 6 scientists 892–901 publications: 3 scientists 902–911 publications: 6 scientists 912–921 publications: 3 scientists 922–931 publications: 2 scientists 932–941 publications: 2 scientists 942–951 publications: 2 scientists 952–961 publications: 3 scientists 962–971 publications: 3 scientists 972–981 publications: 3 scientists 982–990 publications: 5 scientists 991+ publications: 100 scientists
32 publications 991+

This scientist: 200 publications — 46th percentile

46% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 991 publications or more.

Beverly Park Woolf D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Beverly Park Woolf sits on this spectrum.

30–31 D-Index: 879 scientists 32–33 D-Index: 983 scientists 34–35 D-Index: 918 scientists 36–37 D-Index: 990 scientists 38–39 D-Index: 968 scientists 40–41 D-Index: 907 scientists 42–43 D-Index: 821 scientists 44–45 D-Index: 763 scientists 46–47 D-Index: 689 scientists 48–49 D-Index: 543 scientists 50–51 D-Index: 543 scientists 52–53 D-Index: 518 scientists 54–55 D-Index: 500 scientists 56–57 D-Index: 458 scientists 58–59 D-Index: 400 scientists 60–61 D-Index: 337 scientists 62–63 D-Index: 308 scientists 64–65 D-Index: 292 scientists 66–67 D-Index: 249 scientists 68–69 D-Index: 213 scientists 70–71 D-Index: 192 scientists 72–73 D-Index: 189 scientists 74–75 D-Index: 165 scientists 76–77 D-Index: 139 scientists 78–79 D-Index: 119 scientists 80–81 D-Index: 121 scientists 82–83 D-Index: 113 scientists 84–85 D-Index: 88 scientists 86–87 D-Index: 87 scientists 88–89 D-Index: 75 scientists 90–91 D-Index: 69 scientists 92–93 D-Index: 57 scientists 94–95 D-Index: 46 scientists 96–97 D-Index: 38 scientists 98–99 D-Index: 34 scientists 100–101 D-Index: 36 scientists 102–103 D-Index: 27 scientists 104–105 D-Index: 37 scientists 106–107 D-Index: 18 scientists 108–109 D-Index: 31 scientists 110–111 D-Index: 19 scientists 112–113 D-Index: 16 scientists 114–115 D-Index: 12 scientists 116–117 D-Index: 20 scientists 118–119 D-Index: 15 scientists 120–121 D-Index: 5 scientists 122–123 D-Index: 20 scientists 124–125 D-Index: 8 scientists 126–127 D-Index: 5 scientists 128–129 D-Index: 7 scientists 130 D-Index: 3 scientists 131+ D-Index: 98 scientists
30 D-Index 131+

This scientist: 41 D-Index — 40th percentile

40% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 131 D-Index or more.

Research.com Recognitions

  • 1996 - Fellow of the Association for the Advancement of Artificial Intelligence (AAAI) For contributions to the science, technology, and dissemination of multimedia, intelligent tutoring systems and authoring tools.

Overview

Beverly Park Woolf is affiliated with the University of Massachusetts Amherst in the United States. Their research spans several areas including computer science and psychology, with a focus on educational and cognitive applications of artificial intelligence.

Their work predominantly centers around intelligent tutoring systems and adaptive learning, with significant contributions in online learning and analytics. Additional research interests include innovative teaching and learning methods, emotion and mood recognition, teaching and learning programming, human pose and action recognition, and communication in education and healthcare.

Frequently published venues for Beverly Park Woolf include:

  • International Journal of Artificial Intelligence in Education
  • IEEE Transactions on Biometrics Behavior and Identity Science
  • 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021)
  • Proceedings of the International AAAI Conference on Web and Social Media
  • Scholarworks (University of Massachusetts Amherst)

Recent publications by Beverly Park Woolf comprise:

  • "ATL-BP: A Student Engagement Dataset and Model for Affect Transfer Learning for Behavior Prediction," 2022, IEEE Transactions on Biometrics Behavior and Identity Science
  • "Introduction to IJAIED Special Issue, FATE in AIED," 2022, International Journal of Artificial Intelligence in Education
  • "Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System," 2021, 2021 16th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2021)
  • "Quantitative evaluation of gender differences, cognitive development differences and software effectiveness for an elementary mathematics intelligent tutoring system," 2023, Scholarworks (University of Massachusetts Amherst)
  • "Computational Predictors in Online Social Deliberations," 2021, Proceedings of the International AAAI Conference on Web and Social Media

Beverly Park Woolf has collaborated frequently with several researchers, including:

  • Ivon Arroyo
  • Danielle Allessio
  • Margrit Betke
  • Tom Murray
  • John Magee

Their research fields include:

  • Computer Science
  • Psychology

Within these fields, their work extends into subfields such as:

  • Computer Science Applications
  • Artificial Intelligence
  • Developmental and Educational Psychology
  • Experimental and Cognitive Psychology
  • Computer Vision and Pattern Recognition

In 1996, Beverly Park Woolf was recognized as a Fellow of the Association for the Advancement of Artificial Intelligence (AAAI) for contributions to multimedia, intelligent tutoring systems, and authoring tools.

Best Publications

  • Building Intelligent Interactive Tutors: Student-centered Strategies for Revolutionizing E-learning

    Beverly Park Woolf

  • Emotion Sensors Go To School

    Ivon Arroyo;David G. Cooper;Winslow Burleson;Beverly Park Woolf

  • A Multimedia Adaptive Tutoring System for Mathematics that Addresses Cognition, Metacognition and Affect

    Ivon Arroyo;Beverly Park Woolf;Winslow Burelson;Kasia Muldner

  • AI Grand Challenges for Education

    Beverly Park Woolf;H. Chad Lane;Vinay K. Chaudhri;Janet L. Kolodner

  • High-Level Student Modeling with Machine Learning

    Joseph Beck;Beverly Park Woolf

  • Inferring learning and attitudes from a Bayesian Network of log file data

    Ivon Arroyo;Beverly Park Woolf

  • Teaching a complex industrial process

    B. Woolf;D. Blegen;J. H. Jansen;A. Verloop

  • Advisor: a machine-learning architecture for intelligent tutor construction

    Joseph Beck;Beverly Park Woolf;Carole R. Beal

  • Repairing Disengagement With Non-Invasive Interventions

    Ivon Arroyo;Kimberly Ferguson;Jeff Johns;Toby Dragon

  • A Roadmap for Education Technology

    Beverly Park Woolf

  • The effect of motivational learning companions on low achieving students and students with disabilities

    Beverly Park Woolf;Ivon Arroyo;Kasia Muldner;Winslow Burleson

  • A dynamic mixture model to detect student motivation and proficiency

    Jeff Johns;Beverly Woolf

  • Adaptive Content in an Online Lecture System

    Mia Stern;Beverly Park Woolf

  • Student Modeling

    Unknown

  • On-line Tutoring for Math Achievement Testing: A Controlled Evaluation

    Carole R. Beal;Rena Walles;Ivon Arroyo;Beverly P. Woolf

  • Evaluation of AnimalWatch: An Intelligent Tutoring System for Arithmetic and Fractions

    Carole R. Beal;Ivon M. Arroyo;Paul R. Cohen;Beverly P. Woolf

  • Context Dependent Planning in a Machine Tutor

    B. Woolf

  • Viewing Student Affect and Learning through Classroom Observation and Physical Sensors

    Toby Dragon;Ivon Arroyo;Beverly P. Woolf;Winslow Burleson

  • Macroadapting Animalwatch to Gender and Cognitive Differnces with Respect to Hint Interactivity and Symbolism

    Ivon Arroyo;Joseph Beck;Beverly Park Woolf;Carole R. Beal

  • Gender Differences in the Use and Benefit of Advanced Learning Technologies for Mathematics.

    Ivon Arroyo;Winslow Burleson;Minghui Tai;Kasia Muldner

  • The Impact of Animated Pedagogical Agents on Girls' and Boys' Emotions, Attitudes, Behaviors and Learning

    Ivon Arroyo;Beverly P. Woolf;David G. Cooper;Winslow Burleson

Frequent Co-Authors

Donald L. Fisher
Donald L. Fisher University of Massachusetts Amherst
Sridhar Mahadevan
Sridhar Mahadevan University of Massachusetts Amherst
Roberta O. Day
Roberta O. Day University of Massachusetts Amherst
Daniel D. Suthers
Daniel D. Suthers University of Hawaii at Manoa
Victor Lesser
Victor Lesser University of Massachusetts Amherst
Andrew G. Barto
Andrew G. Barto University of Massachusetts Amherst
Stan Sclaroff
Stan Sclaroff Boston University
Neil T. Heffernan
Neil T. Heffernan Worcester Polytechnic Institute
Margrit Betke
Margrit Betke Boston University
Arthur C. Graesser
Arthur C. Graesser University of Memphis

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