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Sports recommender systems receive an increasing attention due to their potential of fostering healthy living, improving personal well-being, and increasing performances in sport. These systems support people in sports, for example, by the…

Information Retrieval · Computer Science 2023-12-08 Alexander Felfernig , Manfred Wundara , Thi Ngoc Trang Tran , Viet-Man Le , Sebastian Lubos , Seda Polat-Erdeniz

Reasoning over sports videos for question answering is an important task with numerous applications, such as player training and information retrieval. However, this task has not been explored due to the lack of relevant datasets and the…

Computer Vision and Pattern Recognition · Computer Science 2026-01-06 Haopeng Li , Andong Deng , Jun Liu , Hossein Rahmani , Yulan Guo , Bernt Schiele , Mohammed Bennamoun , Qiuhong Ke

The rapid evolution of digital sports media necessitates sophisticated information retrieval systems that can efficiently parse extensive multimodal datasets. This paper demonstrates SoccerRAG, an innovative framework designed to harness…

Information Retrieval · Computer Science 2025-08-26 Aleksander Theo Strand , Sushant Gautam , Cise Midoglu , Pål Halvorsen

Understanding sports is crucial for the advancement of Natural Language Processing (NLP) due to its intricate and dynamic nature. Reasoning over complex sports scenarios has posed significant challenges to current NLP technologies which…

Computation and Language · Computer Science 2024-06-24 Zhengbang Yang , Haotian Xia , Jingxi Li , Zezhi Chen , Zhuangdi Zhu , Weining Shen

The rapid evolution of digital sports media necessitates sophisticated information retrieval systems that can efficiently parse extensive multimodal datasets. This paper introduces SoccerRAG, an innovative framework designed to harness the…

Information Retrieval · Computer Science 2025-08-26 Aleksander Theo Strand , Sushant Gautam , Cise Midoglu , Pål Halvorsen

We present our initial investigation of key challenges and potentials of immersive analytics (IA) in sports, which we call SportsXR. Sports are usually highly dynamic and collaborative by nature, which makes real-time decision making…

Human-Computer Interaction · Computer Science 2020-10-08 Tica Lin , Yalong Yang , Johanna Beyer , Hanspeter Pfister

Question answering systems are recognized as popular and frequently effective means of information seeking on the web. In such systems, information seekers can receive a concise response to their query by presenting their questions in…

Computation and Language · Computer Science 2024-04-22 Giovanni Maria Biancofiore , Yashar Deldjoo , Tommaso Di Noia , Eugenio Di Sciascio , Fedelucio Narducci

Decisions in agriculture are increasingly data-driven; however, valuable agricultural knowledge is often locked away in free-text reports, manuals and journal articles. Specialised search systems are needed that can mine agricultural…

Information Retrieval · Computer Science 2022-12-22 Bevan Koopman , Ahmed Mourad , Hang Li , Anton van der Vegt , Shengyao Zhuang , Simon Gibson , Yash Dang , David Lawrence , Guido Zuccon

We present a modular, interactive system, SPORTSQL, for natural language querying and visualization of dynamic sports data, with a focus on the English Premier League (EPL). The system translates user questions into executable SQL over a…

Computation and Language · Computer Science 2025-08-26 Sebastian Martinez , Naman Ahuja , Fenil Bardoliya , Chris Bryan , Vivek Gupta

In this paper, we explore some of the applications of computer vision to sports analytics. Sport analytics deals with understanding and discovering patterns from a corpus of sports data. Analysing such data provides important performance…

Computer Vision and Pattern Recognition · Computer Science 2020-04-15 Neha Bhargava , Fabio Cuzzolin

Deep learning has the potential to revolutionize sports performance, with applications ranging from perception and comprehension to decision. This paper presents a comprehensive survey of deep learning in sports performance, focusing on…

Computer Vision and Pattern Recognition · Computer Science 2023-07-10 Zhonghan Zhao , Wenhao Chai , Shengyu Hao , Wenhao Hu , Guanhong Wang , Shidong Cao , Mingli Song , Jenq-Neng Hwang , Gaoang Wang

Augmented sports videos, which combine visualizations and video effects to present data in actual scenes, can communicate insights engagingly and thus have been increasingly popular for sports enthusiasts around the world. Yet, creating…

Human-Computer Interaction · Computer Science 2024-05-14 Chen Zhu-Tian , Qisen Yang , Xiao Xie , Johanna Beyer , Haijun Xia , Yingcai Wu , Hanspeter Pfister

A freely available educational application (a mobile website) is presented. This provides access to educational material and drilling on selected topics within mathematics and statistics with an emphasis on tablets and mobile phones. The…

Other Statistics · Statistics 2014-12-10 Jamie Lentin , Anna H. Jonsdottir , David Stern , Victoria Mokua , Gunnar Stefansson

Search engines for equations now exist, which return results matching the query's mathematical meaning or structural presentation. Operating over scientific papers, online encyclopedias, and math discussion forums, their content includes…

Digital Libraries · Computer Science 2016-09-13 Deanna C. Pineau

Esports and high performance human-computer interaction are on the forefront of applying new hardware and software technologies in practice. Despite that, there is a paucity of research on how semi-professional and professional championship…

Human-Computer Interaction · Computer Science 2023-11-10 Andrzej Białecki , Peter Xenopoulos , Paweł Dobrowolski , Robert Białecki , Jan Gajewski

Recent years have seen a dramatic expansion of tasks and datasets posed as question answering, from reading comprehension, semantic role labeling, and even machine translation, to image and video understanding. With this expansion, there…

Computation and Language · Computer Science 2019-09-26 Matt Gardner , Jonathan Berant , Hannaneh Hajishirzi , Alon Talmor , Sewon Min

Traditional information retrieval (such as that offered by web search engines) impedes users with information overload from extensive result pages and the need to manually locate the desired information therein. Conversely,…

Computation and Language · Computer Science 2019-03-11 Bernhard Kratzwald , Stefan Feuerriegel

To understand human behaviors, action recognition based on videos is a common approach. Compared with image-based action recognition, videos provide much more information. Reducing the ambiguity of actions and in the last decade, many works…

Computer Vision and Pattern Recognition · Computer Science 2022-06-03 Fei Wu , Qingzhong Wang , Jian Bian , Haoyi Xiong , Ning Ding , Feixiang Lu , Jun Cheng , Dejing Dou

Sports analytics -- broadly defined as the pursuit of improvement in athletic performance through the analysis of data -- has expanded its footprint both in the professional sports industry and in academia over the past 30 years. In this…

Applications · Statistics 2023-01-11 Benjamin S. Baumer , Gregory J. Matthews , Quang Nguyen

Advanced analytics have transformed how sports teams operate, particularly in episodic sports like baseball. Their impact on continuous invasion sports, such as soccer and ice hockey, has been limited due to increased game complexity and…

Artificial Intelligence · Computer Science 2025-03-26 David Radke , Kyle Tilbury
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