Innovation in Elite Refereeing Through AI Technological Support for DOGSO Decisions

Q2 Business, Management and Accounting

International Journal of Advanced Operations Management Pub Date : 2022-01-01 DOI:10.18775/ijom.2757-0509.2020.23.4001

Cedric Gottschalk, S. Tewes, B. Niestroj, Clemens Jäger, Jochen Drees, Alexander Ernst

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引用次数: 1

Abstract

Digitalization is driving social and economic change – in soccer, too. Artificial intelligence will increasingly solve problems and further intertwine the relationship between people and technology. Largely unexplored – but at the same time significant due to economic, psychological and sporting problems – are digital innovations in refereeing. Gottschalk et al. (2020) showed the potential for artificial intelligence and digitalization in refereeing. In a next step the researchers worked with the refereeing department of the German Football Association (DFB) to gain further insights for digitization in elite refereeing. As a result potential was identified for DOGSO decisions. The researchers conducted various interview rounds with elite referees of the German Football Association to identify all factors of human assessment influencing DOGSO decisions. The objective was to define a criteria system which can be evaluated by technology. As a result, more than 40 factors determining DOGSO decisions have been identified.

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通过AI技术支持DOGSO决策的精英裁判创新

数字化正在推动社会和经济变革——足球领域也是如此。人工智能将越来越多地解决问题，并进一步交织人与技术之间的关系。裁判的数字创新在很大程度上尚未被探索，但同时由于经济、心理和体育方面的问题而意义重大。Gottschalk等人(2020)展示了人工智能和数字化在裁判中的潜力。下一步，研究人员与德国足球协会(DFB)的裁判部门合作，以进一步了解精英裁判的数字化。结果，确定了DOGSO决策的潜力。研究人员对德国足球协会的精英裁判进行了多次采访，以确定影响DOGSO决策的所有人类评估因素。目标是定义一个可以通过技术评估的标准系统。结果，确定了40多个决定DOGSO决策的因素。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

International Journal of Advanced Operations Management Decision Sciences-Management Science and Operations Research

CiteScore

2.20

自引率

0.00%

发文量

期刊介绍： In today''s complex, global economy, the operations function is critical to business success. All organisations have an operations function that helps them run efficiently and productively. IJAOM is a peer reviewed international journal which publishes original, high-quality and cutting-edge research on all aspects of advanced operations management, aiming at bridging the gap between theory and practice with applications analysing the real situation. Topics covered include -Global operations management, lean/agile operations -Knowledge, service, demand and R&D management -Scheduling, sequencing, vehicle routing -Inventory management and co-ordination -Multi-objective optimisation; TQM and six sigma practices -Business process outsourcing -Aggregate planning, ERP, JIT -Performance measurement -Cultural, environmental and implementation issues -Logistics service performance, supply chain management -Product planning, lot sizing, MPS, MRP -Repetitive manufacturing and service operations -Project and technology management, network management -Modelling and simulation, decision analysis/making -Comparison of operations management in different countries