Advances in interactive systems and the ability to manage increasing amounts of high-dimensional data provide new opportunities in numerous domains. Information visualization techniques are especially useful in situations where analysts seek patterns and information of interest in massive data sets. In this article, we propose an extension of the original Attribute Explorer (AE) technique by Spence and colleagues to take on the challenges presented in the domain of professional team-sport analysis. We describe the implementation of an extended AE and use football game-event data to highlight the new possibilities.
McGarryTFranksI.The science of match analysis. In: ReillyTWilliamsAM (Eds). Science and Soccer. 2nd edn., Routledge: London, 2003; 265–275.
3.
SpenceR.Information Visualization: Design for Interaction. 2nd edn.Pearson: Harlow. 2007.
4.
BalsomP.Fotbollens träningslära. Svenska FotbollFörlaget AB: Uppsala, Sweden, 2003.
5.
FranksIMillerG.Eyewitness testimony in sport. Journal of Sport Behavior1986; 9: 39–45.
6.
AssfalgJBertiniMColomboCDel BimboANunziatiW.Semantic annotation of soccer videos: Automatic highlights identification. Computer Vision and Image Understanding2003; 92: 285–305.
7.
EkinAMuratTekalp AMehrotraR.Automatic soccer video analysis and summarization. IEEE Transactions on Image Process2003; 12(7): 796–807.
8.
NittaN.Semantic content analysis of broadcasted sports videos with intermodal collaboration. PhD Thesis: Osaka University, Japan, 2003.
9.
YuXYanXHayTSLeongHW. 3D reconstruction and enrichment of broadcast soccer video. 12th ACM Conference on Multimedia (New York, NY), ACM Press: New York, 2004; 260–263.
10.
HedlundCLandinS.GPS som tekniskt hjälpmedel inom fotbollen. Master Thesis, Högskolan Dalarna, Sweden, 2005.
11.
SimonH.The Sciences of the Artificial. 3rd edn.MIT Press: Cambridge, MA, 1996.
12.
SpenceRTweedieL.The attribute explorer: Information synthesis via exploration. Interacting with Computers1998; 11: 137–146.
13.
TweedieLSpenceRWilliamsDBhogalR.The attribute explorer. ACM Conference on Computer-Human Interaction (Boston, MA), ACM Press: New York, 1994; 435–436.
14.
AlbinssonP-AMorinM.Visual exploration of communication in command and control. Sixth International Conference on Information Visualisation (London, UK), IEEE: Los Alamitos, 2002; 141–146.
15.
MorinMAlbinssonP-A.Exploration and context in communication analysis. In: BowersCSalasEJentschF (Eds). Creating High-Tech Teams: Practical Guidance on Work Performance and Technology. APA Press: Washington DC, 2005; 89–112.
16.
AlbinssonP-AAnderssonD.Computer-aided football training: Exploiting advances in distributed tactical operations research. Sixth International Conference of the International Sports Engineering Association (Munich, Germany), Springer: New York, 2006; 185–190.
