Rage: Realising an Applied Gaming Eco-system

Research Output

2020

Artificial intelligence moving serious gaming: Presenting reusable game AI components

Westera, W., Prada, R., Mascarenhas, S., Santos, P. A., Dias, J., Guimarães, M., Georgiadis, K., Nyamsuren, E., Bahreini, K., Yumak, Z., Christyowidiasmoro, C., Dascalu, M., Gutu-Robu, G. & Ruseti, S., Jan 2020, In : Education and Information Technologies. 25, 1, p. 351-380 30 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
27 Downloads (Pure)

Validation of a Cyberbullying Serious Game Using Game Analytics

Calvo-Morata, A., Rotaru, D. C., Alonso-Fernández, C., Freire-Morán, M., Martínez-Ortiz, I. & Fernández-Manjón, B., 2020, In : IEEE Transactions on Learning Technologies. 13, 1, p. 186-197 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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56 Downloads (Pure)
2019

A fuzzy logic approach to reliable real-time recognition of facial emotions

Bahreini, K., van der Vegt, W. & Westera, W., Jul 2019, In : Multimedia Tools and Applications. 78, 14, p. 18943–18966

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
1 Downloads (Pure)

D1.3 – Two-level authoring widget software and documentation: RAGE – WP1 – D1.3

Boytchev, P., Stefanov, K., Mascarenhas, S. & van der Vegt, W., 2019, RAGE project.

Research output: Book/ReportDeliverable

Open Access
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20 Downloads (Pure)

D10.2 – Research Data Management Plan, version 3.0: RAGE – WP10 – D10.2

Kluijfhout, E., Steiner, C., Kickmeier-Rust, M., Guaylupo, S., Molinari, A., Riestra, R., Hemmje, M., Bontchev, B., Görzig, H. & Westera, W., 2019, RAGE project.

Research output: Book/ReportDeliverableAcademic

Open Access
File
36 Downloads (Pure)

D6.2 – Summary, Analysis, Road-mapping and Production of Training materials: RAGE – WP6 – D6.2

Mertens, J., Hemmje, M., Heutelbeck, D., Westera, W. & Riestra, R., 2019, RAGE project. 77 p.

Research output: Book/ReportDeliverableAcademic

Open Access
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27 Downloads (Pure)

D9.4 – Launch plan for the RAGE ecosystem authority: RAGE – WP9 – D9.4

Riestra, R., Perna, A. M., Guaylupo, S., Lucas, C., Hollins, P., Hemmje, M. & Westera, W., 2019, RAGE project. 17 p.

Research output: Book/ReportDeliverableAcademic

Open Access
File
20 Downloads (Pure)

Toward reusable game technologies: assessing the usability of the RAGE component-based architecture framework

van der Vegt, W., Bahreini, K., Nyamsuren, E. & Westera, W., 11 Jul 2019, In : EAI Endorsed Transactions on Serious Games. 5, 17, 8 p., e4.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
Open Access
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198 Downloads (Pure)
2018

Accommodating Stealth Assessment in Serious Games: Towards Developing A Generic Tool

Georgiadis, K., van Lankveld, G., Bahreini, K. & Westera, W., 23 Oct 2018, 2018 10th International Conference on Virtual Worlds and Games for Serious Applications (VS-Games). Würzburg, Germany: IEEE, p. 1-4 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

File
28 Downloads (Pure)

A methodology for assessing the effectiveness of serious games and for inferring player learning outcomes.

Serrano-Laguna, Á., Manero, B., Freire, M. & Fernández Manjón, B., Jan 2018, In : Multimedia Tools and Applications. 77, 2, p. 2849-2871 23 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
File
110 Downloads (Pure)

Analyzing and Providing Comprehensive Feedback for French CVS with Readerbench

Gutu, G., Paraschiv, I. C., Dascălu, M., Cristian, G., Trausan-Matu, S. & Lepoivre, O., 2018, In : Polytechnical University of Bucharest. Scientific Bulletin. Series C: Electrical Engineering and Computer Science. 80, 2, p. 17-28

Research output: Contribution to journalArticleAcademicpeer-review

File
11 Downloads (Pure)

A novel approach and software component for supporting competence-based learning with serious games

Nussbaumer, A., Maurer, M., Malicet, S., Steiner, C. M. & Albert, D., 2018, (Accepted/In press) INTED2019 conference (International Technology, Education and Development Conference).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access
File
34 Downloads (Pure)

A Platform for the Geometry Friends: Cooperative Game AI Competition

Costa, R., Prada, R. & Melo, F. S., 2018, Proceedings of Videojogos 2018 - 10th Conference on Videogame Sciences and Arts 2018.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access
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21 Downloads (Pure)

Automated dialog analysis to predict blogger community response to newcomer inquiries

Nistor, N., Dascalu, M., Serafin, Y. & Trausan-Matu, S., Dec 2018, In : Computers in Human Behavior. 89, 2018, p. 349–354 6 p.

Research output: Contribution to journalArticleAcademicpeer-review

Automated essay scoring in applied games: Reducing the teacher bandwidth problem in online training

Westera, W., Dascalu, M., Kurvers, H., Ruseti, S. & Trausan-Matu, S., Aug 2018, In : Computers and Education. 123, p. 212-224 13 p.

Research output: Contribution to journalArticleAcademicpeer-review

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96 Downloads (Pure)

Automated Prediction of Student Participation in Collaborative Dialogs Using Time Series Analyses

Pasov, I., Dascalu, M., Nistor, N. & Trausan-Matu, S., 1 Jun 2018, The Interplay of Data, Technology, Place and People for Smart Learning: Proceedings of the 3rd International Conference on Smart Learning Ecosystems and Regional Development. Knoche, H., Popescu, E. & Cartelli, A. (eds.). Springer, p. 177-185 9 p. (Smart Innovation, Systems and Technologies (SIST), Vol. 95).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

A Virtual Agent Toolkit for Serious Games Developers

Mascarenhas, S., Guimarães, M., Prada, R., Santos, P. A., Star, K., Hirsh, B., Spice, E., Kommeren, R. & Dias, J., 2018, Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games (CIG’18): Department of Data Science & Knowledge Engineering, Maastricht University, Maastricht, The Netherlands, 14–17 August, 2018. Browne, C., Winands, M., Liu, J. & Preuss, M. (eds.). Danvers, MA: IEEE, p. 332-338 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access
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89 Downloads (Pure)

Bring It on! Challenges Encountered While Building a Comprehensive Tutoring System Using ReaderBench

Panaite, M., Dascalu, M., Johnson, A. M., Balyan, R., Dai, J., McNamara, D. S. & Trausan-Matu, S., 2018, Artificial Intelligence in Education: 19th International Conference, AIED 2018, London, UK, June 27-30, 2018, Proceedings, Part I. Rosé, C. P., Martínez-Maldonado, R., Hoppe, H. U., Luckin, R., Mavrikis, M., Porayska-Pomsta, K., McLaren, B. & Boulay, B. D. (eds.). Cham: Springer International Publishing AG, p. 409-419 11 p. (Lecture Notes in Computer Science, Vol. 10947). (Lecture Notes in Artificial Intelligence (subseries)).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access
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39 Downloads (Pure)

Cohesion-Centered Analysis of Sociograms for Online Communities and Courses Using ReaderBench

Dascalu, M., Sirbu, M-D., Ruseti, S., Crossley, S. A., Trausan-Matu, S. & Gutu-Robu, G., 2018, 13th European Conference on Technology Enhanced Learning (EC-TEL 2018). Springer UK, p. 622-626

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

File
40 Downloads (Pure)

D1.2 – Asset Integration Methodology

Hollins, P., Griffiths, D., van der Vegt, G. W., Fernández-Manjón, B., Stefanov, K., Westera, W., Wilson, S., Martínez - Ortiz, I., Glass, J., Cooke, J., Platon, T., Hemmje, M. & Pomazanskyi, A., 2018, RAGE project. 29 p.

Research output: Book/ReportDeliverableAcademic

File
18 Downloads (Pure)

D2.6 - Final bundle of dashboard components

Calvo Morata, A., Fernandez Manjon, B., Cristian Rotaru, D., Freire Moran, M. & Martinez Ortiz, I., 1 Mar 2018, 19 p.

Research output: Book/ReportDeliverable

D3.4 – Final Social Gamification Assets

Star, K., Glass, J., Coldridge, J., Allsopp, J., Spice, E., Wentworth, F., Memarzia, M. & Hollins, P., 31 Jan 2018

Research output: Book/ReportDeliverable

D4.1 – RAGE Asset Review

Glass, J. & Star, K., 2018, RAGE project. 15 p.

Research output: Book/ReportDeliverable

File
8 Downloads (Pure)

D4.4 - Final Version of Game Applications for Scenario Pilots

Star, K., Glass, J., Wentworth, F., Spice, E., Saunter, I., Cook, J., Gaisbachgrabner, K., Platon, T., Westera, W. & Piesk, J., 1 Apr 2018

Research output: Book/ReportDeliverableAcademic

D5.2 – Scenario Arrangement Document – round 2

Bazzanella, B., Casagranda, M., Molinari, A., Humphreys, S., Sleightholme, G., Lepoivre, O., Halbeher, M., Romano, A., Falua, C., Soeiro, C., Guerra, R., van Kollenburg, M., Kommeren, R. & Steiner, C., 1 Feb 2018

Research output: Book/ReportDeliverable

D5.4 – Pilots quality report round 2

Bazzanella, B., Casagranda, M., Molinari, A., Humphreys, S., Sleightholme, G., Lepoivre, O., Halbeher, M., Romano, A., Falua, C., Soeiro, C., Guerra, R., van Kollenburg, M. & Kommeren, R., 2018, RAGE project. 45 p.

Research output: Book/ReportDeliverable

File
8 Downloads (Pure)

D6.5 – SNA and Discourse Analysis

Dascalu, M., Trausan-Matu, S., Heutelbeck, D. & Gutu, G., 31 May 2018

Research output: Book/ReportDeliverableAcademic

Open Access
File
9 Downloads (Pure)

D7.5 - Processes in to Proposed Business Model Report

Hollins, P., Molinari, A., Westera, W., Riestra, R., Heutelbeck, D., Santos, P. A. & Yuan, L., 31 Jan 2018

Research output: Book/ReportDeliverableAcademic

D7.6 – RAGE Asset-based business case

Hollins, P., Riestra, R. & Heutelbeck, D., 31 May 2018, 16 p.

Research output: Book/ReportDeliverable

D8.4 – Second RAGE Evaluation Report

Steiner, C., Gaisbachgrabner, K., Nussbaumer, A., Mertens, J., Hemmje, M., Nadolski, R. J., Westera, W., Bazzanella, B., Casagrande, M., Molinari, A., Humphreys, S., Mascarenhas, S., Guimarães, M., Prada, R. & Santos, P. A., 2018, RAGE project. 114 p.

Research output: Book/ReportBookProfessional

File
30 Downloads (Pure)

D9.6 – Exploitation Plan (version 2 of 3)

Riestra, R., Perna, A., Guaylupo, S., Lucas, C., Hollins, P. & Westera, W., 31 Jan 2018

Research output: Book/ReportDeliverableAcademic

Detection of player learning curve in a car driving game

Bontchev, B. & Vassileva, D., 2018, 12th International Technology, Education and Development Conference Proceedings: INTED2018 Proceedings. IATED Academy

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Dynamic game adaptation based on detection of behavioral patterns in the player learning curve

Vassileva, D. & Bontchev, B., 2018, Proceedings of the 10th Annual International Conference on Education and New Learning Technologies: EDULEARN2018. Palma de Mallorca: IATED Academy, p. 8182-8191

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access
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60 Downloads (Pure)

Enhancing Social Believability of Virtual Agents using Social Power Dynamics

Hashemian, M., Prada, R., Santos, P. A. & Mascarenhas, S., 5 Nov 2018, Proceedings of the 18th International Conference on Intelligent Virtual Agents: IVA ’18, November 5–8, 2018, Sydney, NSW, Australia. New York, NY: Association for Computing Machinery (ACM), p. 147-152 6 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Evaluation of an interview simulation for job seekers - applying a holistic evaluation approach for serious games

Steiner, C. M., Nussbaumer, A., Gaisbachgrabner, K., Platon, T., Lepoivre, O. & Albert, D., 2018, (In preparation) INTED2019 conference (International Technology, Education and Development Conference).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

File
18 Downloads (Pure)

Exploring General Morphological Analysis and Providing Personalized Recommendations to Stimulate Creativity with ReaderBench

Stamati, D., Sirbu, M-D., Dascalu, M. & Trausan-Matu, S., 2018, Challenges and Solutions in Smart Learning: Lecture Notes in Educational Technolog. Chang, M., Popescu, E., Kinshuk, Chen, N-S., Jemni, M., Huang, R. & Spector, J. M. (eds.). Singapore: Springer Singapore, p. 41-50 10 p. (Lecture Notes in Educational Technology).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Exploring Online Course Sociograms Using Cohesion Network Analysis

Sirbu, M-D., Dascalu, M., Crossley, S. A., McNamara, D. S., Barnes, T., Lynch, C. F. & Trausan-Matu, S., 2018, Artificial Intelligence in Education: 19th International Conference, AIED 2018, London, UK, June 27-30, 2018, Proceedings, Part II. Rosé, C. P., Martínez-Maldonado, R., Hoppe, U., Luckin, R., Mavrikis, M., Porayska-Pomsta, K., McLaren, B. & Boulay, B. D. (eds.). Cham: Springer, Vol. Part II. p. 337–342 6 p. (Lecture Notes in Computer Science, Vol. 10948).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Group-based Emotions in Teams of Humans and Robots

Correia, F., Mascarenhas, S., Prada, R., Melo, F. & Paiva, A., 1 Mar 2018, HRI ’18- Proceedings of the 2018 ACM/IEEE International Conference on Human-Robot Interaction. Association for Computing Machinery (ACM), p. 261-269 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access

Help Me Understand This Conversation: Methods of Identifying Implicit Links Between CSCL Contributions

Ruseti, S., Dascalu, M., Trausan-Matu, S., Masala, M., Gutu, G. & Rebedea, T., 2018, 13th European Conference on Technology Enhanced Learning (EC-TEL 2018). Pammer-Schindler, V., Pérez-Sanagustín, M., Drachsler, H., Elferink, R. & Scheffel, M. (eds.). Springer UK, p. 482-496

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

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44 Downloads (Pure)

Identifying Implicit Links in CSCL Chats Using String Kernels and Neural Networks

Masala, M., Ruseti, S., Gutu-Robu, G., Rebedea, T., Dascalu, M. & Trausan-Matu, S., Jun 2018, Artificial Intelligence in Education: 19th International Conference, AIED 2018, London, UK, June 27–30, 2018, Proceedings, Part II. Rosé, C. P., Martínez-Maldonado, R., Hoppe, H. U., Luckin, R., Mavrikis, M., Porayska-Pomsta, K., McLaren, B. & Boulay, B. D. (eds.). 1 ed. Cham: Springer, p. 204-208 5 p. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Interfaces and Services for Integrating Games and Game Components into Competence Based Courses within Learning Management Systems

Then, M., Wallenborn, B., Nussbaumer, A., Fuchs, M., Fuchs, S. & Hemmje, M., 2018, Proceedings of the IEEE Global Engineering Education Conference (EDUCON 2018). IEEE, p. 1787–1796

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Making Serious Games with Reusable Software Components

van der Vegt, W., Nyamsuren, E. & Westera, W., 2018, Serious Games: 4th Joint International Conference, JCSG 2018, Darmstadt, Germany, November 7-8, 2018, Proceedings. Göbel, S., Garcia-Agundez, A., Tregel, T., Ma, M., Baalsrud Hauge, J., Oliveira, M., Marsh, T. & Caserman, P. (eds.). 1 ed. Cham: Springer International Publishing AG, p. 13-16 4 p. (Lecture Notes in Computer Science LNCS, Vol. 11243).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access
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Player-centric adaptation of a car driving video game

Bontchev, B., Vassileva, D. & Dobrin, I., 2018, Proceedings of 16th International Conference : e-Society 2018. Kommers, P., Isaias, P. & Rodrigues, L. (eds.). Lisbon: IADIS Press, p. 193-200 18 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Open Access
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18 Downloads (Pure)

Playing styles based on experiential learning theory

Bontchev, B., Vassileva, D., Aleksieva-Petrova, A. & Petrov, M., Aug 2018, In : Computers in Human Behavior. 85, p. 319-328 10 p.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
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202 Downloads (Pure)

Please ReaderBench This Text: A Multi-Dimensional Textual Complexity Assessment Framework

Dascalu, M., Crossley, S. A., McNamara, D. S., Dessus, P. & Trausan-Matu, S., 2018, Tutoring and Intelligent Tutoring Systems. Craig, S. D. (ed.). Nova Science Publishers, Inc., p. 251-271 21 p.

Research output: Chapter in Book/Report/Conference proceedingChapterAcademicpeer-review

Open Access
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48 Downloads (Pure)

Predicting Question Quality using Recurrent Neural Networks

Ruseti, S., Dascalu, M., McNamara, D. S., Crossley, S., Trausan-Matu, S., Johnson, A. M., Balyan, R. & Kopp, K. J., 2018, 19th International Conference on Artificial Intelligence in Education (AIED 2018). Rosé, C. P., Martínez-Maldonado, R., Hoppe, U., Luckin, R., Mavrikis, M., Porayska-Pomsta, K., McLaren, B. & Boulay, B. D. (eds.). Springer UK, p. 491-502 (Lecture Notes in Artificial Intelligence (subseries)). (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review

Processing open text input in a scripted communication scenario: Extended abstract

Jeuring, J. T., Mihai, D., Lala, R., Heemskerk, F. P. M., Van Geest, M., Van Dortmont, J., Gutu, G., Ruseti, S., Alex, B. & Tobin, R., Nov 2018, SEMDIAL 2018 - AixDial: Proceedings of the 22nd Workshop on the Semantics and Pragmatics of Dialogue. Prévot, L., Ochs, M. & Favre, B. (eds.). Aix-en-Provence, p. 211-214 4 p. (SemDial Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference Abstract/Poster in proceedingAcademicpeer-review

Open Access
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Scoring Summaries Using Recurrent Neural Networks

Ruseti, S., Dascalu, M., Johnson, A. M., McNamara, D. S., Balyan, R., McCarthy, K. S., Trausan-Matu, S., Nkambou, R. (ed.), Azevedo, R. (ed.) & Vassileva, J. (ed.), 17 May 2018, Intelligent Tutoring Systems.: ITS 2018.. Nkambou, R., Azevedo, R. & Vassileva, J. (eds.). Springer, p. 191-201 11 p.

Research output: Chapter in Book/Report/Conference proceedingConference article in proceedingAcademicpeer-review