Anders Drachen

Search results

• 2024

  Applying and Visualising Complex Models in Esport Broadcast Coverage

  Chitayat, A. P., Block, F., Walker, J. & Drachen, A., 7. Jun 2024, ACM International Conference on Interactive Media Experiences (IMX`24). Rostami, A., McMillan, D., Hook, J., Nishida, J., Teja Maddali, H. & Clay, A. (eds.). Association for Computing Machinery, p. 108-116

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Scientific Visualization 100%
  • Case Study 50%
  • Design Consideration 50%
  • Visualization Technique 50%
  • Visualization Tool 50%

• Exploratory Bandit Experiments with 'Starter Packs' in a Free-to-Play Mobile Game

  Runge, J., Drachen, A. & Grosso, W., 2024, 2024 IEEE Conference on Games (CoG). IEEE Press, 8 p. (Proceedings - IEEE Conference on Games).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Decision-Making 100%
  • Reinforcement Learning 100%
  • Continuous Model 100%
  • Cold Start Problem 100%
  • Learning System 100%

• From Passive Viewer to Active Fan: Towards the Design and Large-Scale Evaluation of Interactive Audience Experiences in Esports and Beyond.

  Pedrassoli Chitayat, A. P., Alistair, C., Block, F., Drachen, A., Walker, J. A., Dean, J., McConachie, M. & York, P., 7. Jun 2024, IMX '24: Proceedings of the 2024 ACM International Conference on Interactive Media Experiences. Rostami, A., McMillan, D., Hook, J., Viola, I., Nishida, J., Teja Maddali, H. & Clay, A. (eds.). Association for Computing Machinery, p. 94-107

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Case Study 100%
  • videogame 100%
  • Video Streaming 100%
  • Consumption Pattern 100%
  • Interactive Data 100%

• User Experience Research and Design in Video Games

  Nacke, L. E., Mirza-Babaei, P. & Drachen, A., 11. May 2024, CHI 2024 - Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery / Special Interest Group on Programming Languages, 3 p. 606

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • videogame 100%
  • User Experience 100%
  • Game Design 33%

• Visualization of Player Movement Patterns with Line Integral Convolution and Alpha Shapes

  Wallner, G. & Drachen, A., 5. Jul 2024, FDG '24: Proceedings of the 19th International Conference on the Foundations of Digital Games. Smith, G., Whitehead, J., Samuel, B., Spiel, K. & van Rozen, R. (eds.). New York: Association for Computing Machinery / Special Interest Group on Programming Languages, 10 p. 9

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  • Generalizability 100%
  • Player Movement 100%
  • Behavior (Neuroscience) 100%
• 2023

  Beyond the Meta: Leveraging Game Design Parameters for Patch-Agnostic Esport Analytics

  Pedrassoli Chitayat, A. P., Block, F., Walker, J. A. & Drachen, A., 6. Oct 2023, Proceedings of the 19th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment , AIIDE 2023. Eger, M. & Cardona-Rivera, R. E. (eds.). 1 ed. AAAI Press, p. 116-125 12. (Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment; No. 1, Vol. 19).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Design Parameter 100%
  • Game Design 100%
  • spam 100%
  • Conventional Technique 100%
  • Case Study 50%
• 2022

  Anomaly Detection in Player Performances in Multiplayer Online Battle Arena Games

  Qian, X., Sifa, R., Liu, X., Ganguly, S., Yadamsuren, B., Klabjan, D., Drachen, A. & Demediuk, S., 21. Mar 2022, ACSW 2022: Australasian Computer Science Week 2022. Abramson, D. & Dinh, M. N. (eds.). New York: Association for Computing Machinery, p. 23-30 (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • videogame 100%
  • Anomaly Detection 100%
  • Case Study 100%

• Communication Sequences Indicate Team Cohesion: A Mixed-Methods Study of Ad Hoc League of Legends Teams

  Tan, E., Rogers, K., Nacke, L., Drachen, A. & Wade, A., Oct 2022, Proceedings of the ACM on Human-Computer Interaction: CHI PLAY. Nichols, J. (ed.). Association for Computing Machinery, Vol. 6. 27 p. 225. (Proceedings of the ACM on Human-Computer Interaction).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Organization and Methods 100%
  • Mixed Methods 100%
  • Mixed-Methods 100%
  • Team Communication 50%
  • Team Dynamic 50%

• DOTA 2 match prediction through deep learning team fight models

  Ke, C. H., Deng, H., Xu, C., Li, J., Gu, X., Yadamsuren, B., Klabjan, D., Sifa, R., Drachen, A. & Demediuk, S., 2022, 2022 IEEE Conference on Games (CoG). IEEE, p. 96-103 (Proceedings - IEEE Conference on Games, Vol. 2022-August).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Computer Game 100%
  • Prediction Model 100%
  • Deep Learning Method 100%
• 2021

  Archetypal Analysis Based Anomaly Detection for Improved Storytelling in Multiplayer Online Battle Arena Games

  Sifa, R., Drachen, A., Block, F., Moon, S., Dubhashi, A., Xiao, H., Li, Z., Klabjan, D. & Demediuk, S., 1. Feb 2021, Proceedings of the Australasian Computer Science Week Multiconference 2021, ACSW 2021. Stanger, N. & Joachim, V. L. (eds.). Association for Computing Machinery, 8 p. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Reconstruction Error 100%
  • Anomaly-Based Detection 100%
  • Narrative Method 100%
  • Outlier 50%

• Less is more: Analysing communication in teams of strangers

  Tan, E. T. S., Wade, A., Kokkinakis, A., Heyes, G., Demediuk, S. & Drachen, A., 5. Jan 2021, Proceedings of the 54th Annual Hawaii International Conference on System Sciences, HICSS 2021. Bui, T. X. (ed.). HICSS, p. 2853-2862 (Proceedings of the Annual Hawaii International Conference on System Sciences, Vol. 2020-January).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File

  • Content Analysis 100%
  • Team Performance 100%
  • Affect Performance 100%
  • Related Communication 100%
  • Period Interaction 100%
  44 Downloads (Pure)

• Performance Index: A New Way to Compare Players

  Demediuk, S., Kokkinakis, A., Patra, M. S., Robertson, J., Kirmann, B., Coates, A., Chitayat, A., Hook, J., Nölle, I., Olarewaju, O., Slawson, D., Ursu, M. F., Block, F. & Drachen, A., 2021, Proceedings of the 2021 MIT Sloan Sports Analytics Conference. IEEE, 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

• Special Interest Group: The Present and Future of Esports in HCI

  Kriglstein, S., Martin-Niedecken, A. L., Turmo Vidal, L., Klarkowski, M., Rogers, K., Turkay, S., Seif El-Nasr, M., Márquez Segura, E., Drachen, A. & Hämäläinen, P., 8. May 2021, Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems, CHI EA 2021. Association for Computing Machinery, 4 p. 160

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Human Computer Interaction 100%
  • Special Interest Group 100%
  • Starting Point 20%
  • Subdomains 20%
  • Game Design 20%

• Wait, but Why? Assessing Behavior Explanation Strategies for Real-Time Strategy Games

  Robertson, J., Kokkinakis, A. V., Hook, J., Kirman, B., Block, F., Ursu, M. F., Patra, S., Demediuk, S., Drachen, A. & Olarewaju, O., 14. Apr 2021, 26th International Conference on Intelligent User Interfaces, IUI 2021. Association for Computing Machinery, p. 32-42

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Cognitive Load 100%
  • Interactivity 50%
  • Cognitive Resource 50%
  • Artificial Intelligence 50%

• What Are You Looking At? Team Fight Prediction Through Player Camera

  Tot, M., Conserva, M., Pedrassoli Chitayat, A. P., Kokkinakis, A., Patra, S., Demediuk, S., Munoz, A. C., Olarewaju, O., Ursu, M. F., Kirmann, B., Hook, J., Block, F., Drachen, A. & Perez-Liebana, D., 2021, 2021 IEEE Conference on Games (CoG). IEEE, 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Neural Network 100%
  • Complex Environment 100%
  • Industry 100%
• 2020

  Automatic Generation Of Text For Match Recaps Using Esport Caster Commentaries

  Olarewaju, O., Kokkinakis, A., Demediuk, S., Robertson, J., Nölle, I., Patra, S., Slawson, D., Chitayat, A., Coates, A., Kirmann, B., Drachen, A., Ursu, M. F., Block, F. & Hook, J., 2020, Proceedings of the International Conference of Natural Language Computing. p. 117-131

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File
  190 Downloads (Pure)

• DAX: Data-Driven Audience Experiences in Esports

  Kokkinakis, A. V., Demediuk, S., Nölle, I., Olarewaju, O., Patra, S., Robertson, J., York, P., Pedrassoli Chitayat, A. P., Coates, A., Slawson, D., Hughes, P., Hardie, N., Kirman, B., Hook, J., Drachen, A., Ursu, M. F. & Block, F., 17. Jun 2020, IMX 2020 - Proceedings of the 2020 ACM International Conference on Interactive Media Experiences. Association for Computing Machinery, p. 94-105

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Action Game 100%
  • Data Visualization 100%

• Do Influencers Influence?-Analyzing Players' Activity in an Online Multiplayer Game

  Loria, E., Pirker, J., Drachen, A. & Marconi, A., Aug 2020, IEEE Conference on Games, CoG 2020. IEEE Press, p. 120-127 (Proceedings - IEEE Conference on Games, Vol. 2020-August).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Multiplayer Game 100%
  • Social Network 100%
  • Marketing Management 100%
  • Marketing 100%
  • Field Research 50%

• How sofware practitioners use informal local meetups to share sofware engineering knowledge

  Ingram, C. & Drachen, A., 27. Jun 2020, Proceedings - 2020 ACM/IEEE 42nd International Conference on Software Engineering, ICSE 2020. IEEE Press, p. 161-173 3380333. (Proceedings of the International Conference on Software Engineering).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File

  • Software Engineering 100%
  • Tacit Knowledge 100%
  • Knowledge Engineering 100%
  • Software Development 50%
  • Contextual Information 50%
  62 Downloads (Pure)

• Retention Prediction in Sandbox Games with Bipartite Tensor Factorization

  Sifa, R., Fedell, M., Franklin, N., Klabjan, D., Ram, S., Venugopal, A., Demediuk, S. & Drachen, A., 2020, Intelligent Computing - Proceedings of the 2020 Computing Conference. Arai, K., Kapoor, S. & Bhatia, R. (eds.). Springer, p. 297-308 12 p. (Advances in Intelligent Systems and Computing, Vol. 1228 AISC).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • videogame 100%
  • Analytical Tool 100%
  • Temporal Data 100%
  • Temporal Feature 100%
  • Virtual Environments 100%

• WARDS: Modelling the Worth of Vision in MOBA’s

  Pedrassoli Chitayat, A., Kokkinakis, A., Patra, S., Demediuk, S., Robertson, J., Olarewaju, O., Ursu, M., Kirmann, B., Hook, J., Block, F. & Drachen, A., 2020, Intelligent Computing - Proceedings of the 2020 Computing Conference. Arai, K., Kapoor, S. & Bhatia, R. (eds.). Springer, p. 63-81 (Advances in Intelligent Systems and Computing, Vol. 1229 AISC).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File

  • Neural Network 100%
  • Information Map 100%
  61 Downloads (Pure)
• 2019

  AI and Automatic Music Generation for Mindfulness

  Williams, D., Hodge, V. J., Gega, L., Murphy, D., Cowling, P. I. & Drachen, A., 2019, 2019 AES International Conference on Immersive and Interactive Audio. 84

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Corpus 100%
  • Music Generation 100%
  • Galvanic Skin Response 100%
  • Artificial Intelligence 100%
  • Mindfulness 100%

• A Team Based Player Versus Player Recommender Systems Framework for Player Improvement

  Joshi, R., Gupta, V., Li, X., Cui, Y., Wang, Z., Ravari, Y. N., Klabjan, D., Sifa, R., Parsaeian, A., Drachen, A. & Demediuk, S., 29. Jan 2019, Proceedings of the Australasian Computer Science Week Multiconference, ACSW 2019. The Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (ICST), a45. (PervasiveHealth: Pervasive Computing Technologies for Healthcare).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File

  • Massively Multi-Player Online Games 100%
  • Recommender Systems 100%
  • Case Study 50%
  • Collected Data 50%
  • User Experience 50%
  30 Downloads (Pure)

• Ethereum crypto-games: Mechanics, prevalence and gambling similarities

  Scholten, O. J., Hughes, N. G. J., Deterding, S., Drachen, A., Walker, J. A. & Zendle, D., 17. Oct 2019, CHI PLAY 2019 - Proceedings of the Annual Symposium on Computer-Human Interaction in Play. Association for Computing Machinery, p. 379-389

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File

  • Cryptocurrency 100%
  • Ethereum 100%
  • Gambling 100%
  • Distributed Ledger 33%
  • Industry 33%
  201 Downloads (Pure)

• Influencers in multiplayer online shooters evidence of social contagion in playtime and social play

  Canossa, A., Azadvar, A., Harteveld, C., Drachen, A. & Deterding, S., 2. May 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery / Special Interest Group on Programming Languages, 259

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Social Play 100%
  • Influencer 100%
  • Social Network 100%
  • Online Game 25%

• Modelling early user-game interactions for joint estimation of survival time and churn probability

  Bonometti, V., Ringer, C., Hall, M., Wade, A. R. & Drachen, A., Aug 2019, IEEE Conference on Games 2019, CoG 2019. IEEE Press, 8848038. (Proceedings - IEEE Conference on Games, Vol. 2019-August).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Metrics 100%
  • Minimal Set 100%
  • Joint Estimation 100%
  • Survival Time 100%
  • Theoretical Framework 100%

• Role identification for accurate analysis in dota 2

  Demediuk, S., York, P., Drachen, A., Walker, J. A. & Block, F., 2019, Proceedings of the 15th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, AIIDE 2019. AAAI Press, p. 130-138

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Case Study 100%
  • videogame 100%
  • Analytical Tool 100%
  • Expert Knowledge 100%
  • Unsupervised Learning 100%

• The trails of Just Cause 2: Spatio-temporal player profiling in open-world games

  Aung, M., Demediuk, S., Sun, Y., Tu, Y., Ang, Y., Nekkanti, S., Raghav, S., Klabjan, D., Sifa, R. & Drachen, A., 26. Aug 2019, Proceedings of the 14th International Conference on the Foundations of Digital Games, FDG 2019. Khosmood, F., Pirker, J., Apperley, T. & Deterding, S. (eds.). The Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (ICST), 41. (PervasiveHealth: Pervasive Computing Technologies for Healthcare).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File

  • Spatial Dimension 100%
  • Cluster Analysis 100%
  • Temporal Dimension 100%
  41 Downloads (Pure)

• Time to die: Death prediction in dota 2 using deep learning

  Katona, A., Spick, R., Hodge, V. J., Demediuk, S., Block, F., Drachen, A. & Walker, J. A., Aug 2019, IEEE Conference on Games 2019, CoG 2019. IEEE Press, 8847997. (Proceedings - IEEE Conference on Games, Vol. 2019-August).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Deep Learning Method 100%
  • Test Data 50%
  • Massive Amount 50%

• Tweeting your destiny: Profiling users in the twitter landscape around an online game

  Wallner, G., Kriglstein, S. & Drachen, A., Aug 2019, IEEE Conference on Games 2019, CoG 2019. IEEE Press, 8848079. (Proceedings - IEEE Conference on Games, Vol. 2019-August).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Unsupervised Clustering 100%

• User experience (UX) research in games

  Nacke, L. E., Mirza-Babaei, P. & Drachen, A., 2. May 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery / Special Interest Group on Programming Languages, C25

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • User Experience 100%
  • User Research Method 100%
• 2018

  Controlling the crucible: A novel PvP recommender systems framework for destiny

  Sifa, R., Pawlakos, E., Zhai, K., Haran, S., Jha, R., Klabjan, D. & Drachen, A., 29. Jan 2018, Proceedings of the Australasian Computer Science Week Multiconference, ACSW 2018. Association for Computing Machinery, 39. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Massively Multi-Player Online Games 100%
  • Recommender Systems 100%
  • Decision-Making 50%
  • Online Evaluation 50%
  • Filtering Method 50%

• eSport vs irlSport

  McCutcheon, C., Hitchens, M. & Drachen, A., 2018, Advances in Computer Entertainment Technology - 14th International Conference, ACE 2017, Proceedings. Inami, M., Romao, T., Cheok, A. D. & Cheok, A. D. (eds.). Springer, p. 531-542 (Lecture Notes in Computer Science, Vol. 10714 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  • Critical Thinking 100%

• Games user research methods

  Mirza-Babaei, P., Nacke, L. & Drachen, A., 23. Oct 2018, CHI PLAY 2018 - Proceedings of the 2018 Annual Symposium on Computer-Human Interaction in Play Companion Extended Abstracts. Association for Computing Machinery, p. 1-4

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • User Research Method 100%
  • User Experience 100%
  • Perspective Research 33%

• Like a DNA string: Sequence-based player profiling in Tom Clancy’s the Division

  Canossa, A., Makarovych, S., Togelius, J. & Drachen, A., 2018, Proceedings of the 14th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, AIIDE 2018. AAAI Press, p. 152-157

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Case Study 100%
  • Game Design 100%
  • Presented Approach 100%
  • Game Development 100%
  • Knowledge Acquisition 100%

• Narrative bytes: Data-driven content production in esports

  Block, F., Hodge, V., Hobson, S., Sephton, N., Devlin, S., Ursu, M. F., Drachen, A. & Cowling, P. I., 25. Jun 2018, TVX 2018 - Proceedings of the 2018 ACM International Conference on Interactive Experiences for TV and Online Video. Association for Computing Machinery, p. 29-41 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  • Engagement 100%
  • Action 100%
  • Genre 100%
  • Popular 100%
  • TV 100%

• Player retention in league of legends: A study using survival analysis

  Demediuk, S., Murrin, A., Bulger, D., Hitchens, M., Drachen, A., Raffe, W. L. & Tamassia, M., 29. Jan 2018, Proceedings of the Australasian Computer Science Week Multiconference, ACSW 2018. Association for Computing Machinery, 43. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Hazard Rate 100%
  • User Experience 100%
  • Prediction Problem 100%
  • Survival Analysis 100%
  • Duration Analysis 100%

• Predicting Skill Learning in a Large, Longitudinal MOBA Dataset

  Aung, M., Bonometti, V., Drachen, A., Cowling, P., Kokkinakis, A. V., Yoder, C. & Wade, A., 11. Oct 2018, Proceedings of the 2018 IEEE Conference on Computational Intelligence and Games, CIG 2018. IEEE Press, 8490431. (Proceedings - IEEE Conference on Games, Vol. 2018-August).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Learning Skill 100%
  • Learning Rate 100%
  • Cognitive Psychology 100%
  • Cognitive Resource 100%
  • Logistic Regression 66%

• Social Aspects of the Game Development Process in the Global Gam Jam

  Pirker, J., Punz, A., Lesjak, I. & Drachen, A., 18. Mar 2018, Proceedings of the International Conference on Game Jams, Hackathons, and Game Creation Events, ICGJ 2018. Association for Computing Machinery / Special Interest Group on Programming Languages, p. 9-16 (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Development Process 100%
  • Physical Location 100%
  • social aspect 100%
  • Social Network Analysis 100%
  • Game Development 100%

• To be or not to be... social: Incorporating simple social features in mobile game customer lifetime value predictions

  Drachen, A., Pastor, M., Liu, A., Fontaine, D. J., Chang, Y., Runge, J., Sifa, R. & Klabjan, D., 29. Jan 2018, Proceedings of the Australasian Computer Science Week Multiconference, ACSW 2018. Association for Computing Machinery, 40. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Social Feature 100%
  • Customer Lifetime 100%
  • Prediction Value 100%
  • Customer Value 100%
  • Social Activity 66%

• What moves players? Visual data exploration of Twitter and gameplay data

  Drescher, C., Wallner, G., Kriglstein, S., Sifa, R., Drachen, A. & Pohl, M., 20. Apr 2018, CHI 2018 - Extended Abstracts of the 2018 CHI Conference on Human Factors in Computing Systems: Engage with CHI. Association for Computing Machinery / Special Interest Group on Programming Languages, 560

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  • Data Exploration 100%
  • Month Period 100%
  • Industry 100%
  • Contextual Information 50%
  • Microblogging 50%
• 2017

  Curiously motivated: Profiling curiosity with self-reports and behaviour metrics in the game "destiny"

  Schaekermann, M., Ribeiro, G., Wallner, G., Kriglstein, S., Johnson, D., Drachen, A., Sifa, R. & Nacke, L. E., 15. Oct 2017, CHI PLAY 2017 - Proceedings of the Annual Symposium on Computer-Human Interaction in Play. Association for Computing Machinery, p. 143-156

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  • Self-Report 100%
  • Game Design 100%
  • Personality Trait 50%
  • Behavioral Activation 50%
  • Novelty Seeking 50%

• Evaluating the Onboarding Phase of Free-toPlay Mobile Games: A Mixed-Method Approach

  Weigert Petersen, F., Thomsen, L. E., Mirza-Babaei, P. & Drachen, A., 15. Oct 2017, CHI PLAY 2017 - Proceedings of the Annual Symposium on Computer-Human Interaction in Play. Association for Computing Machinery, p. 377-388 11 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  Open Access

  File
  173 Downloads (Pure)

• Exploration and Skill Acquisition in a Major Online Game

  Stafford, T., Devlin, S., Sifa, R. & Drachen, A., 2017, Proceedings of the 39th Annual Meeting of the Cognitive Science Society (CogSci). 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

• Guns and guardians: Comparative cluster analysis and behavioral profiling in destiny

  Drachen, A., Green, J., Gray, C., Harik, E., Lu, P., Sifa, R. & Klabjan, D., 21. Feb 2017, 2016 IEEE Conference on Computational Intelligence and Games, CIG 2016. IEEE, 7860423

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Design Language 100%
  • Model Analysis 100%
  • Cluster Analysis 100%
  • Game Playing 100%
  • Gaussian Mixture Model 100%

• Predicting player churn in destiny: A Hidden Markov models approach to predicting player departure in a major online game

  Tamassia, M., Raffe, W., Sifa, R., Drachen, A., Zambetta, F. & Hitchens, M., 21. Feb 2017, 2016 IEEE Conference on Computational Intelligence and Games, CIG 2016. IEEE, 7860431

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Prediction Model 100%
  • Massively Multi-Player Online Games 100%
  • Online Game 100%
  • Behavioral Feature 100%
  • Hidden Markov Model 100%

• Predicting Retention in Sandbox Games with Tensor Factorization-based Representation Learning

  Sifa, R., Srikanth, S., Drachen, A., Ojeda, C. & Bauckhage, C., 21. Feb 2017, 2016 IEEE Conference on Computational Intelligence and Games, CIG 2016. IEEE, 7860405

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Representation Learning 100%
  • Behavioral Data 100%
  • Gradient Method 100%

• Predicting victory in a hybrid online competitive game: The case of destiny

  Ravari, Y. N., Spronck, P., Sifa, R. & Drachen, A., 2017, Proceedings of the 13th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, AIIDE 2017. AAAI Press, p. 207-213

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Performance Metric 100%
  • Competitive Game 100%
  • Game Playing 25%
  • Person Shooter Game 25%

• Stylized facts for mobile game analytics

  Drachen, A., Ross, N., Runge, J. & Sifa, R., 21. Feb 2017, 2016 IEEE Conference on Computational Intelligence and Games, CIG 2016. IEEE, 7860392

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

  • Building-Blocks 100%
  • Knowledge Base 100%
  • Common Understanding 100%
  • Building Block 100%
  • Industry 100%
• 2016

  Esports Analytics Through Encounter Detection

  Schubert, M., Drachen, A. & Mahlmann, T., 2016, Proceedings of the 10th MIT Sloan Sports Analytics Conference. 18 p.

  Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review