Projects

• Ice hockey
  • Player performance in ice hockey
    • book chapter in Sports Data Analytics 2025: Data-driven player performance metrics in ice hockey
    • J Sports Analytics 2025: Goal-based Performance Metrics for Ice Hockey Accounting for Goal Importance (link to paper)
    • LINHAC 2023: Simple and Practical Goal Importance Metrics (link to paper and video)
    • Skövde Sports Analytics Conference 2022 (invited talk): Performance metrics for ice hockey
    • LINHAC 2022: Performance Metrics for Ice Hockey Accounting for Goal Importance (link to paper, video and data)
    • Vetenskapsdagen 2021: Which ex-LHC player played in a top defender pair in the NHL? (link to video)
    • MathSport 2021: Not all goals are equally important - a study for the NHL (archived; superseeded by LINHAC 2022 work)
    • MathSport 2019: Player impact measures for scoring in ice hockey (link to paper)
  • Ranking of players
    • MLSA 2020: Prediction of tiers in the ranking of ice hockey players (link to paper and video)
  • Player roles and player styles in ice hockey
    • LINHAC 2025: A Gaussian Mixture Model Approach for Characterizing Playing Styles of Ice Hockey Players
    • LINHAC 2024: Characterizing Playing Styles for Ice Hockey Players (link to paper) (with Färjestad BK)
    • MLSA 2023: Identifying Player Roles in Ice Hockey (link to paper)
  • Team performance in ice hockey
    • LINHAC 2023: The Importance of Special Teams in Ice Hockey (link to paper and video)
    • MLSA 2018: Player pairs valuation in ice hockey (link to paper)
  • Visualization of ice hockey data (with Linköping Hockey Club (LHC))
    • In the news: LHC's web page
    • In the news: hockeysverige.se
  • An ontology for ice hockey
    • ISWC 2019-poster: An Ontology for Ice Hockey (link to paper)
  • Twitter Dynamics during the Stanley Cup Playoffs
    • TMA 2018: A Second Screen Journey to the Cup: Twitter Dynamics during the Stanley Cup Playoffs (link to paper)
• Football
  • Player trajectories in football
    • MLSA 2019: Predicting Player Trajectories in Shot Situations in Soccer (link to paper) (with Signality)
  • Player performance in football
    • ISACE 2024: Age of Peak Performance among Soccer Players in Sweden (link to paper) (with Playmaker AI)
    • MLSA 2018: Player valuation in European footbal (link to paper)
• Basketball
  • Season outcome prediction
    • MLSA 2021: Predicting Season Outcomes for the NBA (link to paper)
• Badminton
  • An ontology for badminton
    • FOIS 2024: BadmintONTO: A Badminton Domain Ontology (link to paper)
• Baseball
  • Careers of players
    • Data Min Knowl Disc 2017: Regimes in baseball players' career data (link to paper)
• System development for teams/companies
  • Development of a data visualization system for ice hockey goalkeepers (BSc, LHC)
  • Development of a scouting system for ice hockey (BSc, LHC)
  • Development of a reporting system for sports statistics for ice hockey and floorbal (MSc, Sports Editing (Linköping))