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Transcript: Anna, Kenzie, & Stephon The Development of Artificial Intelligence in Modifying Soccer Connection of Topics Interests --Soccer --Artificial Intelligence --History Simple Questions Simple What artificial intelligence has already been created? What is artificial intelligence? What is the history of artificial intelligence? Complicated Questions Complicated What are the risks and the benefits of artificial intelligence? How does the development of A.I. in advanced movement help with life? How is A.I. programed? Complex Questions Complex To what extent can A.I. be used in sports? Could A.I robots replace referees with an unbiased viewpoint? Does artificial intelligence present ethical and nonethical challenges? In Depth Overarching Question Could artificial intelligence be developed to modify soccer? Ghafourifar, Brienne, and Alston Ghafourifar. “What Would Professional Sports Look like with AI Referees and Other Smart Tech?” YouTube, YouTube, 23 Aug. 2017, Ghafourifar, Brienne, and Alston Ghafourifar. “What Would Professional Sports Look like with AI Refere... Secondary Source A.I. in Soccer A.I. in Soccer 98% chance of AI replacing ref 3D soccer plays using robots Video playbacks goal-line technologies high speed cameras & microchip implants real time data from systems data from wearables (ex) smart jerseys facial recognition Primary Primary Sources Wireless Communication in Robot Soccer --case study of robot soccer-- robots (multi-agent system) play soccer without any human interferences --a robot soccer system consisting of many working technologies, --interest of study is the wireless communication between the host computer and the robots --use robot soccer as a 3D representation of plays and to recreate past games to study mistakes Wireless Communication in Robot Soccer Nadarajah, S., and K. Sundaraj. “Wireless Communication in Robot Soccer.” Wireless Communication in Robot Soccer: A Case Study, 11 Jan. 2013, Spagnolo, Paolo, et al. “Non-Invasive Soccer Goal Line Technology: A Real Case Study.” Non-Invasive Soccer Goal Line Technology, IEEE, 12 Sept. 2013, Goal Line Technology Goal Line Technology -- case study on a Goal Line Monitoring system --core-- ball detection algorithm -- not require any changes to the ball, goal posts,etc - - purpose- to limit "bad calls" regarding if the ball has completely crossed the goal line -"only way to definitively avoid [bad calls] is to introduce a "goal line technology" , i.e. an automatic system to assist the referee in decisions in concerning goal events" Secondary Sources Secondary Sources This article explains how soccer is a high intensity sport and during the course of a game, heart rate values flucuate between 60-75% of maximal HR to upwards of 80-90% Heart Rate Max, SInce atheletes who consistenly maintain such a high Percentage of HRmax during the course of a game will begin to show signs of fatigue, Practices and training needs to be similar to conditions expericed during a game and use of HR monitoring can assist coaches and players in better understanding how to match training to game play. In that perspective we would need a technology that can measure heart rate through out a practice and be able to not intefere with the practice. So the Perfect and most versatile thing would be an apple watch as it tells you your heart rate through out the hours and mintues of practice. Kostelis, Kim. “Using Heart Rate Monitoring In Soccer.” American College of Sports Medicine Certification, American Certification Of Sports Medicine, 13 Jan. 2015, This article explains how soccer is a high intensity sport and during the course ... The san Francisco Deltas ( A new soccer team) asipires to use AI to build and increase fan engagment They want to do this through the intrest of smart ticketing. Smart ticketing technology will allow ticket buyers to change seat from game to game, based on ther backgrounds and intrests. For example, a fan could sit with thier family duriing one match and move to a section with a "louder, more energetic supporters' section. Williams, Jack. “San Francisco Deltas: Silicon Valley's AI-Enhanced Take on Soccer.” The Guardian, Guardian News and Media, 29 Mar. 2016, The san Francisco Deltas ( A new soccer team) asipires ... Intelligence Explosion- Uncontrolled hyper leap in the congnitive ability of AI that can spell doom for the human race one day Advances in artificial intelligence—in particular, within a branch of AI called deep neural networks—are putting AI-driven products front-and-center in our lives. These things can be From voice receongintion to siri to the even new Iphone 10 face recongniction. Goes along with our inquiry of if

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