Data Analytics Applications in Gaming and Entertainment

Data Analytics Applications in Gaming and Entertainment

The last decade has witnessed the rise of big data in game development as the increasing proliferation of Internet-enabled gaming devices has made it easier than ever before to collect large amounts of player-related data. At the same time, the emergence of new business models and the diversification of the player ba......
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<P>The last decade has witnessed the rise of big data in game development as the increasing proliferation of Internet-enabled gaming devices has made it easier than ever before to collect large amounts of player-related data. At the same time, the emergence of new business models and the diversification of the player base have exposed a broader potential audience, which attaches great importance to being able to tailor game experiences to a wide range of preferences and skill levels. This, in turn, has led to a growing interest in data mining techniques, as they offer new opportunities for deriving actionable insights to inform game design, to ensure customer satisfaction, to maximize revenues, and to drive technical innovation. By now, data mining and analytics have become vital components of game development. The amount of work being done in this area nowadays makes this an ideal time to put together a book on this subject.</P><B><br/><br/><P>Data Analytics Applications in Gaming and
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The last decade has witnessed the rise of big data in game development as the increasing proliferation of Internet-enabled gaming devices has made it easier than ever before to collect large amounts of player-related data. At the same time, the emergence of new business models and the diversification of the player base have exposed a broader potential audience, which attaches great importance to being able to tailor game experiences to a wide range of preferences and skill levels. This, in turn, has led to a growing interest in data mining techniques, as they offer new opportunities for deriving actionable insights to inform game design, to ensure customer satisfaction, to maximize revenues, and to drive technical innovation. By now, data mining and analytics have become vital components of game development. The amount of work being done in this area nowadays makes this an ideal time to put together a book on this subject.Data Analytics Applications in Gaming and Entertainment seeks to provide a cross section of current data analytics applications in game production. It is intended as a companion for practitioners, academic researchers, and students seeking knowledge on the latest practices in game data mining. The chapters have been chosen in such a way as to cover a wide range of topics and to provide readers with a glimpse at the variety of applications of data mining in gaming. A total of 25 authors from industry and academia have contributed 12 chapters covering topics such as player profiling, approaches for analyzing player communities and their social structures, matchmaking, churn prediction and customer lifetime value estimation, communication of analytical results, and visual approaches to game analytics. This book’s perspectives and concepts will spark heightened interest in game analytics and foment innovative ideas that will advance the exciting field of online gaming and entertainment.

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Utforsk Data Analytics Applications in Gaming and Entertainment

Er du klar for å dykke ned i den fascinerende verdenen av dataanalyse i spill og underholdning? Data Analytics Applications in Gaming and Entertainment gir deg et omfattende blikk på hvordan big data revolusjonerer spillutviklingen. Med fremveksten av internett-tilkoblede spill enheter er det lettere enn noensinne å samle inn store mengder spillerdatat.

Hvorfor Er Dataanalyse Viktig for Spillutvikling?

I dagens digitale landskap er dataanalyse ikke bare et buzzword; det er en nødvendighet. Med nye forretningsmodeller og en diversifisert spillerbase, er det essensielt å tilpasse spillopplevelser til en rekke preferanser og ferdighetsnivåer. Dette er der vår bok kommer inn i bildet – den fungerer som en uvurderlig ressurs for både praktikere, akademiske forskere og studenter.

Innholdet Du Ikke Vil Gå Glipp Av!

  • Player Profiling: Hvordan forstå spillernes atferd og preferanser.
  • Analysering av Spillersamfunn: Dypdykk i sosiale strukturer og interaksjoner.
  • Matchmaking: Optimalisering av spillparinger for en bedre opplevelse.
  • Churn Predicting: Forutsi når spillere slutter å spille og hva som kan gjøres for å beholde dem.
  • Kundeverdi Estimering: Forstå hva en kunde er verdt over tid.
  • Visuelle Analysemetoder: Hvordan visualisere data for bedre forståelse og beslutningstaking.

Innovasjon Gjennom Data

Med bidrag fra 25 eksperter, tilbyr Data Analytics Applications in Gaming and Entertainment 12 kapitler som gir et dyptgående perspektiv på den nyeste praksisen innen spilldataanalyse. Boken legger til rette for en mer innovativ tilnærming til online gaming og underholdning, og vil garantert tenne interessen for dataanalyse i bransjen.

Klar for å utforske mulighetene? Ta steget inn i fremtiden for spillutvikling med Data Analytics Applications in Gaming and Entertainment – boken som gir deg verktøyene til å innovere og forbedre spillopplevelsen!

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ProduktnavnData Analytics Applications in Gaming and Entertainment
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