Anders Drachen

Search results

• 2024

  Applying and Visualising Complex Models in Esport Broadcast Coverage

  Pedrassoli Chitayat, A., Block, F. O., Walker, J. A. & Drachen, A., 27 Mar 2024, (Accepted/In press) ACM International Conference on Interactive Media Experiences (IMX). ACM

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

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

  Pedrassoli Chitayat, A., Coates, A., Block, F. O., Drachen, A., Walker, J. A., Dean, J. & McConachie, M., 27 Mar 2024, (Accepted/In press) ACM International Conference on Interactive Media Experiences (IMX). ACM

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• How Could They Win? An Exploration of Win Condition for Esports Narratives

  Pedrassoli Chitayat, A., Block, F. O., Walker, J. A. & Drachen, A., 5 Jul 2024, (Accepted/In press) Annual Symposium on Computer-Human Interaction in Play (CHI PLAY 2024) . ACM

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
• 2023

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

  Pedrassoli Chitayat, A., Block, F. O., Walker, J. A. & Drachen, A., 29 May 2023, (E-pub ahead of print) The 19th AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-23). AAAI Press

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
• 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, Inc, 8 p. 3442690. (ACM International Conference Proceeding Series).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

• Less is More: Analysing Communication in Teams of Strangers

  Tan, E., Wade, A., Kokkinakis, A., Heyes, G., Demediuk, S. P. & Drachen, A., 5 Jan 2021, Proceedings of HICSS 54. Proceedings of HICSS 54

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  File

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

  Robertson, J., Kokkinakis, A., Hook, J. D., Kirman, B., Block, F. O., Ursu, M., Patra, S., Demediuk, S. P., Drachen, A. & Olarewaju, O., 13 May 2021, Proceedings of the 2021 IUI Annual Conference of Intelligent User Interfaces. ACM

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

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

  Tot, M., Conserva, M., Chitayat, A. P., Kokkinakis, A., Patra, S., Demediuk, S., Munoz, A. C., Olarewaju, O., Ursu, M., Kirmann, B., Hook, J., Block, F., Drachen, A. & Perez-Liebana, D., 7 Dec 2021, 2021 IEEE Conference on Games, CoG 2021. IEEE Computer Society, 8 p. 9619038. (IEEE Conference on Computatonal Intelligence and Games, CIG; vol. 2021-August).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2020

  DAX: Data-Driven Audience Experiences in Esports

  Kokkinakis, A., Demediuk, S. P., Nölle, I., Olarewaju, O., Patra, S., Robertson, J., York, P., Pedrassoli Chitayat, A., Coates, A., Slawson, D., Hughes, P., Hardie, N., Kirman, B., Hook, J. D., Drachen, A., Ursu, M. & Block, F. O., 15 Apr 2020, (Accepted/In press) Proceedings of ACM International Conference on Interactive Media Experience (IMX) 2020. ACM, p. 94-105 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• How Software Practitioners Use Informal Local Meetups to Share Software Engineering Knowledge

  Ingram, C. & Drachen, A., 29 May 2020, 42nd International Conference on Software Engineering. ACM

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

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

  Pedrassoli Chitayat, A., Kokkinakis, A., Patra, S., Demediuk, S., Robertson, J., Olarewaju, O., Ursu, M., Kirman, B., Hook, J., Block, F. & Drachen, A., 4 Jul 2020, Intelligent Computing - Proceedings of the 2020 Computing Conference. Arai, K., Kapoor, S. & Bhatia, R. (eds.). Springer, p. 63-81 19 p. (Advances in Intelligent Systems and Computing; vol. 1229 AISC).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
• 2019

  A Team Based Player Versus Player Recommender Systems Framework For Player Improvement

  Joshi, R., Gupta, V., Li, X., Cui, Y., Wang, Z., Ravari, Y., klabjan, D., Sifa, R., Parsaianen, A., Drachen, A. & Demediuk, S. P., 29 Jan 2019, (Accepted/In press) Proceedings of ACSW.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• Ethereum Crypto-Games: Mechanics, Prevalence and Gambling Similarities

  Scholten, O. J., Hughes, N. G. J., Deterding, C. S., Drachen, A., Walker, J. A. & Zendle, D. I., 16 Aug 2019, (Accepted/In press) CHI PLAY 2019. ACM

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• Influencers in Multiplayer Online Shooters Evidence of Social Contagion in Playtime and Social Play

  Canossa, A., Azadvar, A., Harteveld, C., Drachen, A. & Deterding, C. S., 2 May 2019, CHI '19 Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. New York : ACM, 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• 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., 15 Aug 2019, IEEE Conference on Games 2019, CoG 2019. IEEE Computer Society, 8847997. (IEEE Conference on Computatonal Intelligence and Games, CIG; vol. 2019-August).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2018

  Controlling the Crucible: A Novel PvP Recommender Systems Framework for Destiny

  Sifa, R., Zhai, K., Pawlakos, E., Jha, R., Narayanan, S., Klabjan, D. & Drachen, A., 29 Jan 2018, Proceedings of Australian Computer Science Week, Interactive Entertainment. ACM

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• eSport vs irlSport

  McCutcheon, C., Hitchens, M. & Drachen, A., 21 Feb 2018, (E-pub ahead of print) Advances in Computer Entertainment Technology: 14th International Conference, ACE 2017, London, UK, December 14-16, 2017, Proceedings. Vol. 10714. p. 531-542 12 p. (Lecture Notes in Computer Science).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• Narrative Bytes: Data-Driven Content Production in Esports

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

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• Player Retention in League of Legends: A Study Using Survival Analysis

  Demediuk, S. P., Murrin, A., Bulger, D., Hitchens, M., Drachen, A., Raffe, W. L. & Tamassia, M., 29 Jan 2018, Proceedings of Australian Computer Science Week, Interactive Entertainment. ACM, 9 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

• Predicting skill learning outcomes in a large, longitudinal MOBA dataset

  Aung, M. T., Bonometti, V., Drachen, A., Cowling, P. I., Kokkinakis, A. V., Yoder, C. & Wade, A. R. P., 2018, Proceedings of the IEEE Computational Intelligence in Games. IEEE, 50

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

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

  Pirker, J., Lesjak, I., Punz, A. & Drachen, A., 18 Mar 2018, ICGJ 2018 Proceedings of the International Conference on Game Jams, Hackathons, and Game Creation Events. New York: ACM, p. 9-16 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• To Be or Not to Be … Social: Incorporating Simple Social Features in Mobile Game Customer Lifetime Value Predictions

  Drachen, A., Pastor, J. M. S., Fontaine, D. J., Liu, A., Chang, C., Chang, Y., Sifa, R., Runge, J. & Klabjan, D., 28 Jan 2018, Proceedings of Australian Computer Science Week, Interactive Entertainment. ACM

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File

• What Moves Players? Visual Data Exploration of Twitter and Gameplay Data

  Drescher, C., Wallner, G., Krieglstein, S., Sifa, R., Drachen, A. & Pohl, M., 21 Apr 2018, CHI '18 Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems Paper No. 560. New York: ACM, Vol. 2018-April. 13 p. 560. (Proceedings of the CHI Conference Human Factors in Computing Systems).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access
• 2017

  Exploration and Skill Acquisition in a Major Online Game

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

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  File

• Predicting Victory in a Hybrid Online Competitive Game: The Case of Destiny

  Norouzzadeh, Y. R., Spronck, P., Sifa, R. & Drachen, A., 2017, Proceedings of the Thirteenth Artificial Intelligence and Interactive Digital Entertainment International Conference (AIIDE). p. 207-214 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  Open Access

  File
• 2015

  Predicting Purchase Decisions in Mobile Free-to-Play Games

  Sifa, R., Hadiji, F., Runge, J., Drachen, A., kersting, K. & bauckhage, C., 2015, Proceedings, The Eleventh AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment (AIIDE-15). AAAI Press, p. 79-85 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
• 2014

  The Playtime Principle: Large/scale cross-games interest modeling

  Sifa, R., bauckhage, C. & Drachen, A., 23 Dec 2014, Proceedings of the IEEE Computational Intelligence in Games. IEEE, 8 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution