Projects

• Ice hockey
  • Player performance in ice hockey
    • 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-21: Not all goals are equally important - a study for the NHL (archived; superseeded by LINHAC 2022 work)
    • MathSport-19: Player impact measures for scoring in ice hockey (link to paper)
  • Ranking of players
    • MLSA-20: Prediction of tiers in the ranking of ice hockey players (link to paper and video)
  • Player roles in ice hockey
    • MLSA-23: 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-18: 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-19-poster: An Ontology for Ice Hockey (link to paper)
  • Twitter Dynamics during the Stanley Cup Playoffs
    • TMA-18: A Second Screen Journey to the Cup: Twitter Dynamics during the Stanley Cup Playoffs (link to paper)
• Football
  • Player trajectories in football (with Signality)
    • MLSA-19: Predicting Player Trajectories in Shot Situations in Soccer (link to paper)
  • Player performance in football
    • MLSA-18: Player valuation in European footbal (link to paper)
• Basketball
  • Season outcome prediction
    • MLSA-21: Predicting Season Outcomes for the NBA (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))