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researcher

Anna Guitart

15 papers hereh-index 9410 citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author6
  • middle author9

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • stat.ML11
  • cs.CY1
  • cs.DB1
  • cs.LG1
  • stat.AP1

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedChurn Prediction in Mobile Social Games: Towards a Complete Assessment Using Survival Ensembles

98 citations · 370 across the 15 of their papers we have counts for

collaborators
Showing 2018Show all

3 papers · 1 filter

cs.CY2018★ 56 cited

Customer Lifetime Value in Video Games Using Deep Learning and Parametric Models

Pei Pei Chen, Anna Guitart, Ana Fernández del Río +1

Nowadays, video game developers record every virtual action performed by their players. As each player can remain in the game for years, this results in an exceptionally rich datas…

stat.ML2018★ 48 cited

A Machine-Learning Item Recommendation System for Video Games

Paul Bertens, Anna Guitart, Pei Pei Chen +1

Video-game players generate huge amounts of data, as everything they do within a game is recorded. In particular, among all the stored actions and behaviors, there is information o…

cs.DB2018★ 35 cited

Game Data Mining Competition on Churn Prediction and Survival Analysis using Commercial Game Log Data

EunJo Lee, Yoonjae Jang, DuMim Yoon +14

Game companies avoid sharing their game data with external researchers. Only a few research groups have been granted limited access to game data so far. The reluctance of these com…

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