Anders Drachen

ORCID

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 73

Top Venues

Publications

Günter Wallner, Anders Drachen
Beyond the Game: Charting the Future of Game Data Science. Games Res. Pract. 1 (1) (2023)
Alan Pedrassoli Chitayat, Florian Block, James Alfred Walker, Anders Drachen
Beyond the Meta: Leveraging Game Design Parameters for Patch-Agnostic Esport Analytics. CoRR (2023)
David Zendle, Catherine Flick, Sebastian Deterding, Joe Cutting, Elena Gordon-Petrovskaya, Anders Drachen
The Many Faces of Monetisation: Understanding the Diversity and Extremity of Player Spending in Mobile Games via Massive-scale Transactional Analysis. Games Res. Pract. 1 (1) (2023)
Elton Sarmanho Siqueira, Marcos Cordeiro Fleury, Marcus Vinicius Lamar, Anders Drachen, Carla Denise Castanho, Ricardo Pezzuol Jacobi
An automated approach to estimate player experience in game events from psychophysiological data. Multim. Tools Appl. 82 (13) (2023)
Alan Pedrassoli Chitayat, Florian Block, James Alfred Walker, Anders Drachen
Beyond the Meta: Leveraging Game Design Parameters for Patch-Agnostic Esport Analitics. AIIDE (2023)
Lennart E. Nacke, Pejman Mirza-Babaei, Anders Drachen
User Experience Design and Research in Games. CHI Extended Abstracts (2023)
Simone Kriglstein, Anna Lisa Martin-Niedecken, Josef B. Spjut, Nicole B. Damen, Selen Türkay, Anders Drachen
Esports meets human-computer interaction. Interactions 29 (3) (2022)
Cheng Hao Ke, Haozhang Deng, Congda Xu, Jiong Li, Xingyun Gu, Borchuluun Yadamsuren, Diego Klabjan, Rafet Sifa, Anders Drachen, Simon Demediuk
DOTA 2 match prediction through deep learning team fight models. CoG (2022)
Xin Qian, Rafet Sifa, Xuefei Liu, Shreyashi Ganguly, Borchuluun Yadamsuren, Diego Klabjan, Anders Drachen, Simon Demediuk
Anomaly Detection in Player Performances in Multiplayer Online Battle Arena Games. ACSW (2022)
Evelyn T. S. Tan, Katja Rogers, Lennart E. Nacke, Anders Drachen, Alex R. Wade
Communication Sequences Indicate Team Cohesion: A Mixed-Methods Study of Ad Hoc League of Legends Teams. Proc. ACM Hum. Comput. Interact. 6 (CHI) (2022)
Claire Ingram, Anders Drachen
Impact of Social Distancing on Face To Face Meetups for Software Practitioners during the Covid-19 Pandemic. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Claire Ingram, Anders Drachen
Impact of Social Distancing on Face To Face Meetups for Software Practitioners during the Covid-19 Pandemic. Proc. ACM Hum. Comput. Interact. 6 (CSCW2) (2022)
Victoria J. Hodge, Sam Devlin, Nick Sephton, Florian Block, Peter I. Cowling, Anders Drachen
Win Prediction in Multiplayer Esports: Live Professional Match Prediction. IEEE Trans. Games 13 (4) (2021)
Valerio Bonometti, Mathieu J. Ruiz, Anders Drachen, Alex R. Wade
Approximating Attributed Incentive Salience In Large Scale Scenarios. A Representation Learning Approach Based on Artificial Neural Networks. CoRR (2021)
Simone Kriglstein, Anna Lisa Martin-Niedecken, Laia Turmo Vidal, Madison Klarkowski, Katja Rogers, Selen Turkay, Magy Seif El-Nasr, Elena Márquez Segura, Anders Drachen, Perttu Hämäläinen
Special Interest Group: The Present and Future of Esports in HCI. CHI Extended Abstracts (2021)
Rafet Sifa, Anders Drachen, Florian Block, Spencer Moon, Anisha Dubhashi, Hao Xiao, Zili Li, Diego Klabjan, Simon Demediuk
Archetypal Analysis Based Anomaly Detection for Improved Storytelling in Multiplayer Online Battle Arena Games. ACSW (2021)
Marko Tot, Michelangelo Conserva, Alan Pedrassoli Chitayat, Athanasios Vasileios Kokkinakis, Sagarika Patra, Simon Demediuk, Alvaro Caceres Munoz, Oluseyi Olarewaju, Marian Ursu, Ben Kirman, Jonathan Hook, Florian Block, Anders Drachen, Diego Pérez-Liébana
What Are You Looking At? Team Fight Prediction Through Player Camera. CoG (2021)
Justus Robertson, Athanasios Vasileios Kokkinakis, Jonathan Hook, Ben Kirman, Florian Block, Marian Florin Ursu, Sagarika Patra, Simon Demediuk, Anders Drachen, Oluseyi Olarewaju
Wait, But Why?: Assessing Behavior Explanation Strategies for Real-Time Strategy Games. IUI (2021)
Evelyn Tan, Alex R. Wade, Athanasios Vasileios Kokkinakis, Georgia Heyes, Simon Demediuk, Anders Drachen
Less is More: Analysing Communication in Teams of Strangers. HICSS (2021)
Rafet Sifa, Michael Fedell, Nathan Franklin, Diego Klabjan, Shiva Ram, Arpan Venugopal, Simon Demediuk, Anders Drachen
Retention Prediction in Sandbox Games with Bipartite Tensor Factorization. SAI (1) (2020)
Athanasios Vasileios Kokkinakis, Simon Demediuk, Isabelle Nölle, Oluseyi Olarewaju, Sagarika Patra, Justus Robertson, Peter York, Alan Pedrassoli Chitayat, Alistair Coates, Daniel Slawson, Peter Hughes, Nicolas Hardie, Ben Kirman, Jonathan Hook, Anders Drachen, Marian Florin Ursu, Florian Block
DAX: Data-Driven Audience Experiences in Esports. IMX (2020)
Valerio Bonometti, Charles Ringer, Mathieu J. Ruiz, Alex R. Wade, Anders Drachen
From Theory to Behaviour: Towards a General Model of Engagement. CoRR (2020)
Claire Ingram, Anders Drachen
How software practitioners use informal local meetups to share software engineering knowledge. ICSE (2020)
Enrica Loria, Johanna Pirker, Anders Drachen, Annapaola Marconi
Do Influencers Influence? - Analyzing Players' Activity in an Online Multiplayer Game. CoG (2020)
Enrica Loria, Johanna Pirker, Anders Drachen, Annapaola Marconi
Do Influencers Influence? - Analyzing Players' Activity in an Online Multiplayer Game. CoRR (2020)
Alan Pedrassoli Chitayat, Athanasios Vasileios Kokkinakis, Sagarika Patra, Simon Demediuk, Justus Robertson, Oluseyi Olarewaju, Marian Ursu, Ben Kirman, Jonathan Hook, Florian Block, Anders Drachen
WARDS: Modelling the Worth of Vision in MOBA's. SAI (2) (2020)
Günter Wallner, Christopher Schinnerl, Michael Helfried Schiller, Alexander Monte Calvo, Johanna Pirker, Rafet Sifa, Anders Drachen
Beyond the individual: Understanding social structures of an online player matchmaking website. Entertain. Comput. 30 (2019)
Lennart E. Nacke, Pejman Mirza-Babaei, Anders Drachen
User Experience (UX) Research in Games. CHI Extended Abstracts (2019)
Alessandro Canossa, Ahmad Azadvar, Casper Harteveld, Anders Drachen, Sebastian Deterding
Influencers in Multiplayer Online Shooters: Evidence of Social Contagion in Playtime and Social Play. CHI (2019)
Rishabh Joshi, Varun Gupta, Xinyue Li, Yue Cui, Ziwen Wang, Yaser Norouzzadeh Ravari, Diego Klabjan, Rafet Sifa, Azita Parsaeian, Anders Drachen, Simon Demediuk
A Team Based Player Versus Player Recommender Systems Framework For Player Improvement. ACSW (2019)
Simon Demediuk, Peter York, Anders Drachen, James Alfred Walker, Florian Block
Role Identification for Accurate Analysis in Dota 2. AIIDE (2019)
Adam Katona, Ryan J. Spick, Victoria J. Hodge, Simon Demediuk, Florian Block, Anders Drachen, James Alfred Walker
Time to Die: Death Prediction in Dota 2 using Deep Learning. CoRR (2019)
Myat Aung, Simon Demediuk, Yuan Sun, Ye Tu, Yu Ang, Siva Nekkanti, Shantanu Raghav, Diego Klabjan, Rafet Sifa, Anders Drachen
The trails of Just Cause 2: spatio-temporal player profiling in open-world games. FDG (2019)
Valerio Bonometti, Charles Ringer, Mark Hall, Alex R. Wade, Anders Drachen
Modelling Early User-Game Interactions for Joint Estimation of Survival Time and Churn Probability. CoG (2019)
Günter Wallner, Simone Kriglstein, Anders Drachen
Tweeting your Destiny: Profiling Users in the Twitter Landscape around an Online Game. CoG (2019)
Michael Helfried Schiller, Günter Wallner, Christopher Schinnerl, Alexander Monte Calvo, Johanna Pirker, Rafet Sifa, Anders Drachen
Inside the Group: Investigating Social Structures in Player Groups and Their Influence on Activity. IEEE Trans. Games 11 (4) (2019)
Valerio Bonometti, Charles Ringer, Mark Hall, Alex R. Wade, Anders Drachen
Modelling Early User-Game Interactions for Joint Estimation of Survival Time and Churn Probability. CoRR (2019)
Günter Wallner, Simone Kriglstein, Anders Drachen
Tweeting your Destiny: Profiling Users in the Twitter Landscape around an Online Game. CoRR (2019)
Adam Katona, Ryan J. Spick, Victoria J. Hodge, Simon Demediuk, Florian Block, Anders Drachen, James Alfred Walker
Time to Die: Death Prediction in Dota 2 using Deep Learning. CoG (2019)
Oliver James Scholten, Nathan Gerard Jayy Hughes, Sebastian Deterding, Anders Drachen, James Alfred Walker, David Zendle
Ethereum Crypto-Games: Mechanics, Prevalence, and Gambling Similarities. CHI PLAY (2019)
Johanna Pirker, André Rattinger, Anders Drachen, Rafet Sifa
Analyzing player networks in Destiny. Entertain. Comput. 25 (2018)
Johanna Pirker, Isabel Lesjak, Andreas Punz, Anders Drachen
Social Aspects of the Game Development Process in the Global Gam Jam. ICGJ (2018)
Ryan Perry, Anders Drachen, Allison Kearney, Simone Kriglstein, Lennart E. Nacke, Rafet Sifa, Guenter Wallner, Daniel M. Johnson
Online-only friends, real-life friends or strangers? Differential associations with passion and social capital in video game play. Comput. Hum. Behav. 79 (2018)
Anders Drachen, Mari Pastor, Aron Liu, Dylan Jack Fontaine, Yuan Chang, Julian Runge, Rafet Sifa, Diego Klabjan
To be or not to be...social: incorporating simple social features in mobile game customer lifetime value predictions. ACSW (2018)
Simon Demediuk, Alexandra Murrin, David W. Bulger, Michael Hitchens, Anders Drachen, William L. Raffe, Marco Tamassia
Player retention in league of legends: a study using survival analysis. ACSW (2018)
Alessandro Canossa, Sasha Makarovych, Julian Togelius, Anders Drachen
. AIIDE (2018)
Myat Aung, Valerio Bonometti, Anders Drachen, Peter I. Cowling, Athanasios Vasileios Kokkinakis, C. Yoder, Alex R. Wade
Predicting Skill Learning in a Large, Longitudinal MOBA Dataset. CIG (2018)
Pejman Mirza-Babaei, Lennart E. Nacke, Anders Drachen
Games User Research Methods. CHI PLAY (Companion) (2018)
Florian Block, Victoria J. Hodge, Stephen Hobson, Nick Sephton, Sam Devlin, Marian Florin Ursu, Anders Drachen, Peter I. Cowling
Narrative Bytes: Data-Driven Content Production in Esports. TVX (2018)
Christian Drescher, Guenter Wallner, Simone Kriglstein, Rafet Sifa, Anders Drachen, Margit Pohl
What Moves Players?: Visual Data Exploration of Twitter and Gameplay Data. CHI (2018)
Rafet Sifa, Eric Pawlakos, Kevin Zhai, Sai Haran, Rohan Jha, Diego Klabjan, Anders Drachen
. ACSW (2018)
Mike Schaekermann, Giovanni Ribeiro, Guenter Wallner, Simone Kriglstein, Daniel M. Johnson, Anders Drachen, Rafet Sifa, Lennart E. Nacke
Curiously Motivated: Profiling Curiosity with Self-Reports and Behaviour Metrics in the Game "Destiny". CHI PLAY (2017)
Christopher McCutcheon, Michael Hitchens, Anders Drachen
eSport vs irlSport. ACE (2017)
Falko Weigert Petersen, Line Ebdrup Thomsen, Pejman Mirza-Babaei, Anders Drachen
Evaluating the Onboarding Phase of Free-toPlay Mobile Games: A Mixed-Method Approach. CHI PLAY (2017)
Yaser Norouzzadeh Ravari, Pieter Spronck, Rafet Sifa, Anders Drachen
Predicting Victory in a Hybrid Online Competitive Game: The Case of Destiny. AIIDE (2017)
Victoria J. Hodge, Sam Devlin, Nick Sephton, Florian Block, Anders Drachen, Peter I. Cowling
Win Prediction in Esports: Mixed-Rank Match Prediction in Multi-player Online Battle Arena Games. CoRR (2017)
Tom Stafford, Sam Devlin, Rafet Sifa, Anders Drachen
Exploration and Skill Acquisition in a Major Online Game. CogSci (2017)
Lennart E. Nacke, Christiane Moser, Anders Drachen, Pejman Mirza-Babaei, Andrea Abney, Zhu (Cole) Zhenyu
Lightweight Games User Research for Indies and Non-Profit Organizations. CHI Extended Abstracts (2016)
Anders Drachen, Eric Thurston Lundquist, Yungjen Kung, Pranav Simha Rao, Diego Klabjan, Rafet Sifa, Julian Runge
Rapid Prediction of Player Retention in Free-to-Play Mobile Games. CoRR (2016)
Anders Drachen, Joseph Riley, Shawna Baskin, Diego Klabjan
Going Out of Business: Auction House Behavior in the Massively Multi-Player Online Game. CoRR (2016)
Anders Drachen, James Green, Chester Gray, Elie Harik, Patty Lu, Rafet Sifa, Diego Klabjan
Guns and guardians: Comparative cluster analysis and behavioral profiling in destiny. CIG (2016)
Rafet Sifa, Sridev Srikanth, Anders Drachen, César Ojeda, Christian Bauckhage
Predicting Retention in Sandbox Games with Tensor Factorization-based Representation Learning. CIG (2016)
Anders Drachen, Nicholas Ross, Julian Runge, Rafet Sifa
Stylized facts for mobile game analytics. CIG (2016)
Line E. Thomsen, Falko Weigert Petersen, Anders Drachen, Pejman Mirza-Babaei
Identifying Onboarding Heuristics for Free-to-Play Mobile Games: A Mixed Methods Approach. ICEC (2016)
Marco Tamassia, William L. Raffe, Rafet Sifa, Anders Drachen, Fabio Zambetta, Michael Hitchens
Predicting player churn in destiny: A Hidden Markov models approach to predicting player departure in a major online game. CIG (2016)
Adam Alsén, Julian Runge, Anders Drachen, Daniel Klapper
Play With Me? Understanding and Measuring the Social Aspect of Casual Gaming. CoRR (2016)
Anders Drachen, Eric Thurston Lundquist, Yungjen Kung, Pranav Simha Rao, Rafet Sifa, Julian Runge, Diego Klabjan
Rapid Prediction of Player Retention in Free-to-Play Mobile Games. AIIDE (2016)
Johanna Pirker, Simone Griesmayr, Anders Drachen, Rafet Sifa
How Playstyles Evolve: Progression Analysis and Profiling in Just Cause 2. ICEC (2016)
André Rattinger, Günter Wallner, Anders Drachen, Johanna Pirker, Rafet Sifa
Integrating and Inspecting Combined Behavioral Profiling and Social Network Models in Destiny. ICEC (2016)
Rafet Sifa, Anders Drachen, Christian Bauckhage
Large-Scale Cross-Game Player Behavior Analysis on Steam. AIIDE (2015)
Christian Bauckhage, Anders Drachen, Rafet Sifa
Clustering Game Behavior Data. IEEE Trans. Comput. Intell. AI Games 7 (3) (2015)
Rafet Sifa, Fabian Hadiji, Julian Runge, Anders Drachen, Kristian Kersting, Christian Bauckhage
Predicting Purchase Decisions in Mobile Free-to-Play Games. AIIDE (2015)
Christian Bauckhage, Anders Drachen, Christian Thurau
The Age of Analytics. IEEE Trans. Comput. Intell. AI Games 7 (3) (2015)
Christian Bauckhage, Rafet Sifa, Anders Drachen, Christian Thurau, Fabian Hadiji
Beyond heatmaps: Spatio-temporal clustering using behavior-based partitioning of game levels. CIG (2014)
Anders Drachen, Matthew Yancey, John Maguire, Derrek Chu, Iris Yuhui Wang, Tobias Mahlmann, Matthias Schubert, Diego Klabjan
Skill-based differences in spatio-temporal team behaviour in defence of the Ancients 2 (DotA 2). GEM (2014)
Anders Drachen, Christian Thurau, Rafet Sifa, Christian Bauckhage
A Comparison of Methods for Player Clustering via Behavioral Telemetry. CoRR (2014)
Rafet Sifa, Christian Bauckhage, Anders Drachen
The Playtime Principle: Large-scale cross-games interest modeling. CIG (2014)
Fabian Hadiji, Rafet Sifa, Anders Drachen, Christian Thurau, Kristian Kersting, Christian Bauckhage
Predicting player churn in the wild. CIG (2014)
Anders Drachen, Rafet Sifa, Christian Thurau
The name in the game: Patterns in character names and gamer tags. Entertain. Comput. 5 (1) (2014)
Rafet Sifa, Christian Bauckhage, Anders Drachen
Archetypal Game Recommender Systems. LWA (2014)
Anders Drachen, Joseph Riley, Shawna Baskin, Diego Klabjan
Going out of business: Auction house behavior in the Massively Multi-player Online Game Glitch. Entertain. Comput. 5 (4) (2014)
Anders Drachen, Matthias Schubert
Spatial game analytics and visualization. CIG (2013)
Magy Seif El-Nasr, Heather Desurvire, Bardia Aghabeigi, Anders Drachen
Game Analytics for Game User Research, Part 1: A Workshop Review and Case Study. IEEE Computer Graphics and Applications 33 (2) (2013)
Anders Drachen, Christian Thurau, Rafet Sifa, Christian Bauckhage
A comparison of methods for player clustering via behavioral telemetry. FDG (2013)
Anders Drachen, Robert W. D. Veitch
Patterns in the distribution of digital games via BitTorrent. Int. J. Adv. Media Commun. 5 (1) (2013)
Rafet Sifa, Anders Drachen, Christian Bauckhage, Christian Thurau, Alessandro Canossa
Behavior evolution in Tomb Raider Underworld. CIG (2013)
Christian Bauckhage, Kristian Kersting, Rafet Sifa, Christian Thurau, Anders Drachen, Alessandro Canossa
How players lose interest in playing a game: An empirical study based on distributions of total playing times. CIG (2012)
Anders Drachen, Rafet Sifa, Christian Bauckhage, Christian Thurau
Guns, swords and data: Clustering of player behavior in computer games in the wild. CIG (2012)
Michael Hitchens, Anders Drachen, Deborah Richards
An investigation of player to player character identification via personal pronouns. IE (2012)
Magy Seif El-Nasr, Heather Desurvire, Lennart E. Nacke, Anders Drachen, Licia Calvi, Katherine Isbister, Regina Bernhaupt
Game user research. CHI Extended Abstracts (2012)
Anders Drachen, Kevin Bauer, Robert W. D. Veitch
Distribution of digital games via BitTorrent. MindTrek (2011)
Anders Drachen, Alessandro Canossa
Evaluating motion: spatial user behaviour in virtual environments. Int. J. Arts Technol. 4 (3) (2011)
Christian Thurau, Anders Drachen
Naming Virtual Identities: Patterns and Inspirations for Character Names in World of Warcraft. ICEC (2011)
Alessandro Canossa, Anders Drachen, Janus Rau Møller Sørensen
Arrrgghh!!!: blending quantitative and qualitative methods to detect player frustration. FDG (2011)
Anders Drachen, Kevin Bauer, Robert W. D. Veitch
Only the good... get pirated: game piracy activity vs. metacritic score. FDG (2011)
Tobias Mahlmann, Anders Drachen, Julian Togelius, Alessandro Canossa, Georgios N. Yannakakis
Predicting player behavior in Tomb Raider: Underworld. CIG (2010)
Anders Drachen, Lennart E. Nacke, Georgios N. Yannakakis, Anja Lee Pedersen
Correlation between heart rate, electrodermal activity and player experience in first-person shooter games. Sandbox@SIGGRAPH (2010)
Lennart E. Nacke, Anders Drachen, Stefan Göbel
Methods for Evaluating Gameplay Experience in a Serious Gaming Context. Int. J. Comput. Sci. Sport 9 (2) (2010)
Beth Aileen Lameman, Magy Seif El-Nasr, Anders Drachen, Wendy Foster, Dinara Moura, Bardia Aghabeigi
User studies: a strategy towards a successful industry-academic relationship. Future Play (2010)
Anders Drachen, Lennart E. Nacke, Georgios N. Yannakakis, Anja Lee Pedersen
Psychophysiological Correlations with Gameplay Experience Dimensions CoRR (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Anders Drachen