Kalina Yacef

4.5k citations
92 papers · 2.5k indexed · 1 hit paper · h-index 25
Topics
Online Learning and Analytics (22 papers)Innovative Teaching and Learning Methods (21 papers)Intelligent Tutoring Systems and Adaptive Learning (17 papers)

In The Last Decade

Kalina Yacef

87 papers receiving 2.3k citations

Hit Papers

The State of Educational Data Mining in 2009: A Review an...20092026201420202009250500750

Peers

Kalina Yacef
Comparison fields: 5 of 111
  • Computer Science Applications 1.4k
  • Artificial Intelligence 925
  • Information Systems 771
  • Developmental and Educational Psychology 637
  • Education 434
Replace Roberto Martínez‐Maldonado with:
Roberto Martínez‐Maldonado Australia
Hendrik Drachsler Netherlands
Katrien Verbert Belgium
Pablo Moreno‐Ger Spain
Pedro J. Muñoz‐Merino Spain
Marek Hatala Canada
Xavier Ochôa Ecuador
Ulrik Schroeder Germany
Niels Pinkwart Germany
Baltasar Fernández‐Manjón Spain
Kalina Yacef relative to Roberto Martínez‐Maldonado Australia Roberto Martínez‐Maldonado's profile →
Citations per field
00.5×3.1×
Roberto Martínez‐Maldonado · 1×
Citations per year

Countries citing papers authored by Kalina Yacef

Since Specialization
Citations

This map shows the geographic impact of Kalina Yacef'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 Kalina Yacef with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Kalina Yacef more than expected).

Fields of papers citing papers by Kalina Yacef

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Kalina Yacef. 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 Kalina Yacef. The network helps show where Kalina Yacef may publish in the future.

Co-authorship network of co-authors of Kalina Yacef

This figure shows the co-authorship network connecting the top 25 collaborators of Kalina Yacef. A scholar is included among the top collaborators of Kalina Yacef 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 Kalina Yacef. Kalina Yacef 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
#WorkIndexed citations
1 1
2 16
3 11
4 39
5 27
6
Detecting Behaviour Changes in Accelerometer Data.
1
7 1
8
Personalising e-Learning Systems: Lessons Learned from a Vocational Education Case Study.
2
9
Students at Risk: Detection and Remediation.
19
10
Data Mining in the Classroom: Discovering Groups' Strategies at a Multi-tabletop Environment
26
11
Speaking (and touching) to learn: a method for mining the digital footprints of face-to-face collaboration.
1
12
Time dependency in TV viewer clustering
4
13
Analysing Frequent Sequential Patterns of Collaborative Learning Activity Around an Interactive Tabletop. Nominee for Best Paper Award.
3
14 1
15
Web-based learning tools: storing usage data makes a difference
1
16
A Sequence Based Recommender System for Learning Resources
3
17
Workflow-Based Personalised Document Delivery
5
18
Making large class teaching more adaptive with the logic-ITA
4
19
Mining Student Data Captured from a Web-Based Tutoring Tool: Initial Exploration and Results
51
20
The logic tutor.
1

About Kalina Yacef

Kalina Yacef is a scholar working on Computer Science Applications, Developmental and Educational Psychology and Human-Computer Interaction, having authored 92 papers that have together received 2.5k indexed citations. Recurring topics across this work include Online Learning and Analytics (22 papers), Innovative Teaching and Learning Methods (21 papers) and Intelligent Tutoring Systems and Adaptive Learning (17 papers). The work is most often cited by research in Computer Science Applications (1.4k citations), Developmental and Educational Psychology (637 citations) and Information Systems (771 citations). Kalina Yacef has collaborated with scholars based in Australia, New Caledonia and United Kingdom. Frequent co-authors include Ryan S. Baker, Judy Kay, Agathe Merceron, Roberto Martínez‐Maldonado, Irena Koprinska, Rafael A. Calvo, Osmar R. Zaı̈ane, Peter Reimann, Andrew Clayphan and Yannis Dimitriadis. Their work appears in journals such as PLoS ONE, IEEE Access and Sensors.

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.

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