The temporalized Massey's method
نویسندگان
چکیده
We propose and throughly investigate a temporalized version of the popular Massey’s technique for rating actors in sport competitions. The method can be described as a dynamic temporal process in which team ratings are updated at every match according to their performance during the match and the strength of the opponent team. Using the Italian soccer dataset, we empirically show that the method has a good foresight prediction accuracy.
منابع مشابه
Towards an automata-theoretic counterpart of combined temporal logics
In this paper, we define a new class of combined automata, called temporalized automata, which can be viewed as the automata-theoretic counterpart of temporalized logics, and show that relevant properties, such as closure under Boolean operations, decidability, and expressive equivalence with respect to temporal logics, transfer from component automata to temporalized ones. Furthermore, we succ...
متن کاملThe Massey's method for sport rating: a network science perspective
We revisit the Massey’s method for rating and ranking in sports and contextualize it as a general centrality measure in network science.
متن کاملTemporalized logics and automata for time granularity
The ability of providing and relating temporal representations at different ‘grain levels’ of the same reality is an important research theme in computer science and a major requirement for many applications, including formal specification and verification, temporal databases, data mining, problem solving, and natural language understanding. In particular, the addition of a granularity dimensio...
متن کاملTemporalized Dempster-Shafer Belief Structure in Discrimination Analysis
The analysis of Dempster-Shafer temporalized structure is performed for the construction of more precise decisions based on the expert knowledge valuations. The relation of information precision is defined on the bodies of evidence. Negative inaccuracy is defined as the stream of rational expert knowledge in DempsterShafer temporalized structure. The principle of negative inaccuracy is develope...
متن کاملA combined approach to temporal logics for time granularity
The ability of providing and relating temporal representations at different ‘grain levels’ of the same reality is an important research theme in Computer Science and Artificial Intelligence and a major requirement for many applications, including formal specifications, temporal databases, data mining, problem solving, and natural language understanding. In particular, the addition of a granular...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- CoRR
دوره abs/1702.00585 شماره
صفحات -
تاریخ انتشار 2017