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ORCIDGame Analytics, Maximizing the Value of Player Data 2013
- Magy Seif El-Nasr, Anders Drachen
, Alessandro Canossa:
Game Analytics, Maximizing the Value of Player Data. Springer 2013, ISBN 978-1-4471-4768-8
An Introduction to Game Analytics
- Magy Seif El-Nasr, Anders Drachen, Alessandro Canossa:
Introduction. 3-12 - Anders Drachen, Magy Seif El-Nasr, Alessandro Canossa:
Game Analytics - The Basics. 13-40 - Alessandro Canossa, Magy Seif El-Nasr, Anders Drachen:
Benefits of Game Analytics: Stakeholders, Contexts and Domains. 41-52 - Timothy Victor Fields:
Game Industry Metrics Terminology and Analytics Case Study. 53-71 - Magy Seif El-Nasr, Alessandro Canossa:
Interview with Jim Baer and Daniel McCaffrey from Zynga. 73-82
Telemetry Collection and Tools
- Sreelata Santhosh, Mark Vaden:
Telemetry and Analytics Best Practices and Lessons Learned. 85-109 - Georg Zoeller:
Game Development Telemetry in Production. 111-135 - Alessandro Canossa:
Interview with Nicholas Francis and Thomas Hagen from Unity Technologies. 137-142 - Anders Drachen, André Gagné, Magy Seif El-Nasr:
Sampling for Game User Research. 143-167 - Simon McCallum, Jayson Mackie:
WebTics: A Web Based Telemetry and Metrics System for Small and Medium Games. 169-193 - Magy Seif El-Nasr:
Interview with Darius Kazemi. 195-201
Game Data Analysis
- Anders Drachen, Christian Thurau, Julian Togelius, Georgios N. Yannakakis, Christian Bauckhage:
Game Data Mining. 205-253 - Alessandro Canossa:
Meaning in Gameplay: Filtering Variables, Defining Metrics, Extracting Features and Creating Models for Gameplay Analysis. 255-283 - Anders Drachen, Alessandro Canossa, Janus Rau Møller Sørensen:
Gameplay Metrics in Game User Research: Examples from the Trenches. 285-319 - Alessandro Canossa:
Interview with Aki Järvinen from Digital Chocolate. 321-323 - Pietro Guardini, Paolo Maninetti:
Better Game Experience Through Game Metrics: A Rally Videogame Case Study. 325-361
Metrics Visualization
- Anders Drachen, Matthias Schubert:
Spatial Game Analytics. 365-402 - Ben Medler:
Visual Game Analytics. 403-433 - Magy Seif El-Nasr, André Gagné, Dinara Moura, Bardia Aghabeigi:
Visual Analytics Tools - A Lens into Player's Temporal Progression and Behavior. 435-470 - Alessandro Canossa:
Interview with Nicklas "Nifflas" Nygren. 471-473
Mixed Methods for Game Evaluation
- Eric Hazan:
Contextualizing Data. 477-496 - Jordan Lynn:
Combining Back-End Telemetry Data with Established User Testing Protocols: A Love Story. 497-514 - Ben Weedon:
Game Metrics Through Questionnaires. 515-537 - Alessandro Canossa:
Interview with Simon Møller from Kiloo. 539-541 - Veronica Sundstedt, Matthias Bernhard, Efstathios Stavrakis, Erik Reinhard, Michael Wimmer:
Visual Attention and Gaze Behavior in Games: An Object-Based Approach. 543-583 - Lennart E. Nacke:
An Introduction to Physiological Player Metrics for Evaluating Games. 585-619 - Graham McAllister, Pejman Mirza-Babaei, Jason Avent:
Improving Gameplay with Game Metrics and Player Metrics. 621-638
Analytics and Player Communities
- Nicolas Ducheneaut, Nick Yee:
Data Collection in Massively Multiplayer Online Games: Methods, Analytic Obstacles, and Case Studies. 641-664 - Edward Castronova, Travis L. Ross, Isaac Knowles:
Designer, Analyst, Tinker: How Game Analytics Will Contribute to Science. 665-687 - Alessandro Canossa:
Interview with Ola Holmdahl and Ivan Garde from Junebud. 689-693
Metrics and Learning
- Jan L. Plass, Bruce D. Homer, Charles K. Kinzer, Yoo Kyung Chang, Jonathan Frye, Walter Kaczetow, Katherine Isbister, Ken Perlin:
Metrics in Simulations and Games for Learning. 697-729 - Carrie Heeter, Yu-Hao Lee, Ben Medler, Brian Magerko:
Conceptually Meaningful Metrics: Inferring Optimal Challenge and Mindset from Gameplay. 731-762 - Alessandro Canossa:
Interview with Simon Egenfeldt Nielsen from Serious Games Interactive. 763-766
Metrics and Content Generation
- Cameron Browne:
Metrics for Better Puzzles. 769-800 - Magy Seif El-Nasr, Anders Drachen, Alessandro Canossa:
Erratum.
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