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We present a framework for inexpensive and accessible, automated recognition of cricketing shots. By means of body-worn inertial measurement units, movements of batsmen are recorded, which are then analysed using a parallelised, hierarchical recognition system that automatically classifies relevant categories of shots as required for assessing batting quality. Our system then generates meaningful visualisations of key performance parameters, including feet positions, attack\/defence, and distribution of shots around the ground. These visualisations are the basis for objective skill assessment thereby focusing on specific personal improvement points as identified through our system. We evaluated our framework through a deployment study where 6 players engaged in batting exercises. Based on the recorded movement data we could automatically identify 20 classes of unique batting shot components with an average F1-score greater than 88%. 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Our system has the potential to rival expensive vision-based systems but at a fraction of the cost.<\/jats:p>","DOI":"10.1145\/3130927","type":"journal-article","created":{"date-parts":[[2017,9,11]],"date-time":"2017-09-11T12:12:26Z","timestamp":1505131946000},"page":"1-31","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":41,"title":["Activity Recognition for Quality Assessment of Batting Shots in Cricket using a Hierarchical Representation"],"prefix":"10.1145","volume":"1","author":[{"given":"Aftab","family":"Khan","sequence":"first","affiliation":[{"name":"Toshiba Research Europe Limited, Telecommunications Research Laboratory, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"James","family":"Nicholson","sequence":"additional","affiliation":[{"name":"PaCT Lab, Department of Psychology, Northumbria University, UK"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thomas","family":"Pl\u00f6tz","sequence":"additional","affiliation":[{"name":"School of Interactive Computing, Georgia Institute of Technology, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2017,9,11]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.3389\/fneur.2012.00158"},{"key":"e_1_2_1_2_1","doi-asserted-by":"crossref","unstructured":"I. 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