Jacob Whitehill

4.2k total citations · 3 hit papers
57 papers, 2.7k citations indexed

About

Jacob Whitehill is a scholar working on Artificial Intelligence, Computer Science Applications and Computer Vision and Pattern Recognition. According to data from OpenAlex, Jacob Whitehill has authored 57 papers receiving a total of 2.7k indexed citations (citations by other indexed papers that have themselves been cited), including 32 papers in Artificial Intelligence, 22 papers in Computer Science Applications and 21 papers in Computer Vision and Pattern Recognition. Recurrent topics in Jacob Whitehill's work include Online Learning and Analytics (17 papers), Intelligent Tutoring Systems and Adaptive Learning (14 papers) and Emotion and Mood Recognition (11 papers). Jacob Whitehill is often cited by papers focused on Online Learning and Analytics (17 papers), Intelligent Tutoring Systems and Adaptive Learning (14 papers) and Emotion and Mood Recognition (11 papers). Jacob Whitehill collaborates with scholars based in United States, Singapore and South Africa. Jacob Whitehill's co-authors include Javier R. Movellan, Tingfan Wu, Paul Ruvolo, Marian Stewart Bartlett, Gwen Littlewort, Ian Fasel, Yi-Ching Lin, Zewelanji Serpell, Christian W. Omlin and Mark G. Frank and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Pattern Recognition and IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics).

In The Last Decade

Jacob Whitehill

56 papers receiving 2.6k citations

Hit Papers

Whose Vote Should Count More: Optimal Integration of Labe... 2009 2026 2014 2020 2009 2014 2011 200 400 600

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Jacob Whitehill United States 19 1.1k 971 873 822 355 57 2.7k
Cristina Conati Canada 31 1.1k 1.0× 2.0k 2.0× 857 1.0× 451 0.5× 306 0.9× 138 3.7k
Winslow Burleson United States 20 434 0.4× 595 0.6× 267 0.3× 480 0.6× 385 1.1× 83 1.9k
Nigel Bosch United States 21 470 0.4× 445 0.5× 138 0.2× 370 0.5× 371 1.0× 78 1.6k
Magy Seif El‐Nasr United States 26 229 0.2× 816 0.8× 576 0.7× 244 0.3× 166 0.5× 146 2.6k
W. Lewis Johnson United States 31 599 0.6× 2.1k 2.2× 314 0.4× 313 0.4× 115 0.3× 103 3.6k
Olga C. Santos Spain 23 690 0.6× 543 0.6× 180 0.2× 169 0.2× 100 0.3× 111 1.6k
Kostas Karpouzis Greece 22 108 0.1× 399 0.4× 627 0.7× 447 0.5× 247 0.7× 126 1.8k
Mireille Bétrancourt Switzerland 19 124 0.1× 292 0.3× 580 0.7× 1.2k 1.4× 338 1.0× 60 2.7k
Fumihide Tanaka Japan 21 340 0.3× 1.1k 1.1× 187 0.2× 125 0.2× 354 1.0× 72 2.5k
Maya Çakmak United States 34 321 0.3× 1.9k 1.9× 959 1.1× 88 0.1× 397 1.1× 132 4.3k

Countries citing papers authored by Jacob Whitehill

Since Specialization
Citations

This map shows the geographic impact of Jacob Whitehill's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jacob Whitehill with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jacob Whitehill more than expected).

Fields of papers citing papers by Jacob Whitehill

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jacob Whitehill. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jacob Whitehill. The network helps show where Jacob Whitehill may publish in the future.

Co-authorship network of co-authors of Jacob Whitehill

This figure shows the co-authorship network connecting the top 25 collaborators of Jacob Whitehill. A scholar is included among the top collaborators of Jacob Whitehill based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Jacob Whitehill. Jacob Whitehill is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Southwell, Rosy, et al.. (2024). Automatic Speech Recognition Tuned for Child Speech in the Classroom. 12291–12295. 7 indexed citations
2.
Whitehill, Jacob, et al.. (2023). Compositional clustering: Applications to multi-label object recognition and speaker identification. Pattern Recognition. 144. 109829–109829. 7 indexed citations
3.
Ruiz, Nataniel, Thomas F. Murray, John Magee, et al.. (2021). Leveraging Affect Transfer Learning for Behavior Prediction in an Intelligent Tutoring System. Clark Digital Commons (Clark University). 1–8. 5 indexed citations
5.
Jiang, Han, et al.. (2019). Measuring Students' Thermal Comfort and Its Impact on Learning.. Educational Data Mining. 7 indexed citations
6.
Whitehill, Jacob, et al.. (2019). Do Learners Know What's Good for Them? Crowdsourcing Subjective Ratings of OERs to Predict Learning Gains.. Educational Data Mining. 1 indexed citations
7.
Magee, John, Jacob Whitehill, Ivon Arroyo, et al.. (2019). Affect-driven Learning Outcomes Prediction in Intelligent Tutoring Systems. Clark Digital Commons (Clark University). 1–5. 11 indexed citations
8.
Aguerrebere, Cecilia, et al.. (2019). How Should Online Teachers of English as a Foreign Language (EFL) Write Feedback to Students. Educational Data Mining.
9.
Paffenroth, Randy, et al.. (2019). Deep Learning with Domain Randomization for Optimal Filtering. 53. 1779–1786. 5 indexed citations
10.
Aguerrebere, Cecilia, Cristóbal Cobo, & Jacob Whitehill. (2018). Estimating the Treatment Effect of New Device Deployment on Uruguayan Students' Online Learning Activity.. Educational Data Mining. 1 indexed citations
11.
Whitehill, Jacob, et al.. (2018). Who Are They Looking At? Automatic Eye Gaze Following for Classroom Observation Video Analysis.. Educational Data Mining. 11 indexed citations
12.
Whitehill, Jacob & Javier R. Movellan. (2017). Approximately Optimal Teaching of Approximately Optimal Learners. IEEE Transactions on Learning Technologies. 11(2). 152–164. 18 indexed citations
13.
Whitehill, Jacob, et al.. (2017). MOOC Dropout Prediction. 161–164. 68 indexed citations
14.
Whitehill, Jacob, Joseph Jay Williams, Glenn Lopez, Cody Coleman, & Justin Reich. (2015). Beyond Prediction: Towards Automatic Intervention in MOOC Student Stop-out.. Educational Data Mining. 171–178. 3 indexed citations
15.
Williams, Joseph Jay, Markus Krause, Praveen Paritosh, et al.. (2015). Connecting Collaborative & Crowd Work with Online Education. 313–318. 8 indexed citations
16.
Ho, Andrew, Isaac L. Chuang, Justin Reich, et al.. (2015). HarvardX and MITx: Two Years of Open Online Courses Fall 2012-Summer 2014. SSRN Electronic Journal. 164 indexed citations
17.
Whitehill, Jacob, et al.. (2012). Modeling one-on-one tutoring sessions. 228. 1–2. 2 indexed citations
18.
Whitehill, Jacob, et al.. (2009). Whose Vote Should Count More: Optimal Integration of Labels from Labelers of Unknown Expertise. Neural Information Processing Systems. 22. 2035–2043. 662 indexed citations breakdown →
19.
Whitehill, Jacob, Gwen Littlewort, Ian Fasel, Marian Stewart Bartlett, & Javier R. Movellan. (2009). Toward Practical Smile Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence. 31(11). 2106–2111. 230 indexed citations
20.
Whitehill, Jacob, Marian Stewart Bartlett, & Javier R. Movellan. (2008). Automatic facial expression recognition for intelligent tutoring systems. 1–6. 57 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact

Rankless by CCL
2026