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Modeling the Probability of a Batter/Pitcher Matchup Event: a Bayesian Approach
RESEARCH ARTICLE Modeling the probability of a batter/pitcher matchup event: A Bayesian approach Woojin Doo, Heeyoung KimID* Department of Industrial and Systems Engineering, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Republic of Korea * [email protected] Abstract We develop a Bayesian hierarchical log5 model to predict the probability of a particular bat- a1111111111 a1111111111 ter/pitcher matchup event in baseball by extending the log5 model which is widely used for a1111111111 describing matchup events. The log5 model is simple and intuitive with fixed coefficients but a1111111111 less flexible than the generalized log5 model that allows the estimation of coefficients using a1111111111 data. Meanwhile, although the generalized log5 model is more flexible, the estimation of coefficients often suffers from a lack of data as a large sample of previous outcomes for a particular batter/pitcher matchup is rarely available in practice. The proposed Bayesian hier- archical log5 model retains the advantages of both models while complementing their disad- OPEN ACCESS vantages by estimating the unknown coefficients as in the generalized log5 model, but by Citation: Doo W, Kim H (2018) Modeling the using the fixed coefficients of the standard log5 model as prior knowledge. By combining the probability of a batter/pitcher matchup event: A ideas of the two previous models, the proposed model can estimate the probability of a par- Bayesian approach. PLoS ONE 13(10): e0204874. ticular matchup event using a small amount of historical data of the players. Furthermore, https://doi.org/10.1371/journal.pone.0204874 we show that the Bayesian hierarchical log5 model achieves better predictive performance Editor: Yong Deng, Southwest University, CHINA than the standard log5 model and the generalized log5 model using a real data example. -
The Identification of Collective Bargaining Issues for the Korea Baseball Organization Jongmi Joo
Florida State University Libraries Electronic Theses, Treatises and Dissertations The Graduate School 2003 The Identification of Collective Bargaining Issues for the Korea Baseball Organization Jongmi Joo Follow this and additional works at the FSU Digital Library. For more information, please contact [email protected] THE FLORIDA STATE UNIVERSITY COLLEGE OF EDUCATION THE IDENTIFICATION OF COLLECTIVE BARGAINING ISSUES FOR THE KOREA BASEBALL ORGANIZATION By JONGMI JOO A Dissertation submitted to the Department of Sport Management, Recreation Management, and Physical Education in partial fulfillment of the requirements for the degree of Doctor of Philosophy Degree Awarded: Fall Semester, 2003 The members of the Committee approved the dissertation of Jongmi Joo defended on August 25, 2003. Annie Clement Professor Directing Dissertation David Pargman Outside Committee Member Alvin Stauber Outside Committee Member Tom Ratliffe Committee Member Approved: Charles Imwold, Chair, Department of Sport Management, Recreation Management, and Physical Education The Office of Graduate Studies has verified and approved the above named committee members. ii Dedicated to my father, Cheongon Joo, mother, Seonggu Lee, father in law, Dr. Donghee Choi, and mother in law, Yongjae Kim iii ACKNOWLEDGMENTS This dissertation might never be completed without the help of a number of individuals. I would like to thank Dr. Annie Clement, major professor, whose leadership, understanding, guidance, patience, and friendship have been a constant source of encouragement and motivation. I offer my sincere thanks to the other members of my committee, Dr. David Pargman, Dr. Alvin Stauber, and Dr. Tom Ratliffe for their excellent suggestions, which were instrumental in the completion of this study. I feel truly blessed to have had such a wonderful committee members. -
Hanwha Profile 2020
Hanwha Profile 2020 A “We engage and listen to our customers to create the solutions they trust us to build.” Contents 02 CHAIRMAN’S MESSAGE 08 BUSINESS HIGHLIGHTS 10 Chemicals & Materials 20 Aerospace & Mechatronics 28 Solar Energy 36 Finance 46 Services & Leisure 54 Construction 62 Hanwha OVERVIEW 64 Hanwha’s Vision, Spirit & Core Values 66 Hanwha Today 68 Milestones 70 Financial Highlights 72 Hanwha BUSINESSES 75 Manufacturing & Construction 93 Finance 99 Services & Leisure 104 CORPORATE SOCIAL RESPONSIBILITY 112 GLOBAL NETWORK & DIRECTORY B 1 Chairman’s Message The world has already moved beyond the Fourth Industrial Revolution. It is now heading toward the next industrial revolution. So are we. At Hanwha, we believe in building trust and strengthening loyalty. Our customers trust us because we’ve earned it over time. In turn, we strengthen our loyalty to the people we serve through contributions to society. Trust and loyalty are in the DNA of every Hanwha employee, motivating us to build for the good of all, amid constant changes and despite them. As a company, our never-ending goal is to improve the lives of everyone we touch. We seek to raise the standards of living and improve the quality of life. We know this is easily said but difficult to attain. And yet, if we persevere, continue to innovate and build for a better tomorrow, the future is ours to imagine. In 2010, Hanwha’s vision of “Quality Growth 2020” was unveiled. Since then, we have made significant strides toward realizing this vision through our expertise and innovations that have grown exponentially across the company’s core businesses. -
KOREA Magazine [May 2011 VOL. 7 NO. 5]
People & Culture MAY 2011 JEJUDO ISLAND A NATURAL WONDER SEOUL FLEA MARKETS SAVING MONEY AND THE ENVIRONMENT 야구[ja:gu] BASEBALL KOREA’S FANS GO WILD FOR THE STARS OF THE DIAMOND www.korea.net ISSN: 2005-2162 Contents may 2011 VOL.7 NO.05 02 COVER STORY Professional baseball, one of Koreans’ favorite 02 pastimes, celebrates 30 years in Korea. 12 PEN & BRUSH Novelist Shin Kyung-sook’s English-translated Please Look After Mom finds world-wide fame. 16 PEOPLE Korean scientist Ryoo Ryong builds a reputation for his achievements in chemistry. 19 GREAT KOREAN Meet Syngman Rhee or Yi Seung-man, the first president of South Korea. 22 SEOUL Sarangchae at Cheong Wa Dae is one of Seoul’s most unforgettable tourist destinations. 24 TRAVEL Jejudo Island is an ecological treasure. PUBLISHER Seo Kang-soo, Korean Culture and Information Service 28 FESTIVAL EDITING HEM KOREA Co., Ltd Hampyeong hosts the Butterfly Festival in May. E-MAIL [email protected] 30 PRINTING Samsung Moonhwa Printing Co. NOW IN KOREA Seoul’s got some thrifty flea markets in town. All right reserved. No part of this 22 publication may be reproduced in any form without permission from 34 KOREA and the Korean Culture and SPECIAL ISSUE Information Service. Dokdo: A peek at Korea‘s easternmost point. The articles published in KOREA do not necessarily represent the views of 38 the publisher. The publisher is not liable SUMMIT DIPLOMACY for errors or omissions. Malaysia’s Prime Minister visits Korea. If you want to receive a free copy of 42 KOREA or wish to cancel a subscription, please e-mail us. -
Internationalisation Strategy (“GCA’S Internationalisation Strategy”)
Ref. Ares(2019)4111434 - 28/06/2019 Global Content Alliance Grant Agreement n° 783405 Internationalisation Strategy (“GCA’s Internationalisation Strategy”) Grant Agreement Deliverable D4.1 Actual Date submission date: 07/01/2019 Due date of deliverable: M11 Start date of the Project: 01/01/2018 Duration: 18 months 06/01/2019 GCA D4.1 Internationalisation Strategy – PUBLIC DOCUMENT Page 1 of 64 Credits This document has been elaborated in the frame of the GCA - Global Content Alliance - project (Agreement N°783405) co-funded by the European Commission COSME programme (2014-2020). The contributors to this Document: Editor: Emre Koca, GCA WP4 leader at Transmedia Bayern, Germany Coached by Philippe Dubois, in-house consultant at Transmedia Bayern, Germany Contributors: Egbert Van Wyngaarden, CEO at Transmedia Bayern, Germany Pierre Collin, CEO at Cluster TWIST, Belgium Pervenche Beurier, CEO at Pôle Média Grand Paris, France Pernilla Lavesson, Community Manager at Media Evolution, Sweden Disclaimer The content of this document represents the views of the authors only and is their sole responsibilities; it cannot be considered to reflect the views of the European Commission and/or the Executive Agency for Small and Medium-sized Enterprises (EASME) or any other body of the European Union. The European Commission and the Agency do not accept any responsibility for use that may be made of the information it contains. This document is part of the project GCA which has received funding from the European Commission COSME programme (2014-2020) - grant agreement No. 783405. 06/01/2019 GCA D4.1 Internationalisation Strategy – PUBLIC DOCUMENT Page 2 of 64 Table of Contents 1 THE KEY CHALLENGES FOR INTERNATIONALISATION ............................................................................................................. -
Bases Full, Stadiums Empty
VOLUME 9 NO. 4 JUNE 25 – JULY 8, 2020 SUBMIT STORIES TO: [email protected] STRIPESKOREA.COM FACEBOOK.COM/STRIPESPACIFIC FREE ShareINSIDE yourINFO piece of paradise with us BasesPages 12-13 full, stadiums empty Stars and Stripes is asking readers to write about their own piece of paradise. Yes, that means you! Our annual Destination Paradise magazine highlights must-see travel spots across the Pacific — and your bit of paradise could be included in our 2020-21 edition that hits the streets on Pacific bases in September. Submit your story and photos to [email protected] by July 19. We’ll make you famous! Check out our previous Destination Paradise mags LET’S JUMP OUT OF APAGES PERFECTLY 8-10 FINE AIRPLANE! FREE FALLIN’ 2 STRIPES KOREA A STARS AND STRIPES COMMUNITY PUBLICATION 75 YEARS IN THE PACIFIC JUNE 25 − JULY 8, 2020 Troops call for action to fight racism STORY AND PHOTOS BY KIM GAMEL, dubbed “Stronger Together” at STARS AND STRIPES a chapel on Camp Humphreys Published: June 8, 2020 “I feel safer Max D. Lederer Jr. — with everybody in civilian Publisher clothes — after tweeting on CAMP HUMPHREYS — U.S. outside the Lt. Col. Richard E. McClintic Friday that he had spoken pri- Commander military leaders have been un- country that Joshua M Lashbrook usually outspoken about the I serve than vately with several black ser- Chief of Staff need to address institutional I do in it.” vice members and had directed Chris Verigan leaders at all echelons to hold Engagement Director racism amid a growing wave – Sgt. -
Pick Recorddsaf
DATE/GAME & UNIT RISK PICK/ODDS UNITS RESULTS RECORD ROI JUN 24 | 2:30AM PST OVER 10 PENDING PENDING ⚾ Korean Baseball -120 Doosan Bears @ SK Wyverns RISK 1 UNIT JUN 24 | 2:30AM PST LOTTE GIANTS PENDING PENDING ⚾ Korean Baseball -1.5 +115 Kia Tigers @ Lotte Giants RISK 1 UNIT JUN 24 | 12:30AM PST LIAONING FLYING PENDING PENDING � China Basketball Association LEOPARDS -11.5 -110 Liaoning Flying Leopards @ Shanghai Sharks RISK 1 UNIT JUN 23 | 8:00PM PST UNDER 201.5 2 WINNER 9-4 75% � China Basketball Association -110 Qingdao Eagles @ Bayi Rockets RISK 2 UNITS JUN 23 | 10:30AM PST OVER 3 -1 LOSER 8-4 64.58% ⚽ Spanish Primera +105 Athletic Bilbao @ Barcelona RISK 1 UNIT DATE/GAME & UNIT RISK PICK/ODDS UNITS RESULTS RECORD ROI JUN 23 | 12:15PM PST UNDER 2.5 2.4 WINNER 8-3 79.55% ⚽ English Premier League +120 West Ham United @ Tottenham RISK 2 UNITS JUN 23 | 10:30AM PST CAGLiARI PK 1 WINNER 7-3 70.55% ⚽ Italian Serie A EVEN (+100) SPAL @ Cagliari RISK 1 UNIT JUN 23 | 10:00AM PST OVER 2.5 -1 LOSER 6-3 59.44% ⚽ English Premier League EVEN (+100) Brighton & Hove Albion @ Leicester City RISK 1 UNIT JUN 23 | 2:30AM PST LG TWINS +1.5 -1.25 LOSER 6-2 79.37% ⚾ Korean Baseball -125 Kiwoom Heroes @ LG Twins RISK 1 UNIT JUN 23 | 2:30AM PST OVER 10 2 WINNER 6-1 108.57% ⚾ Korean Baseball -115 Hanwha Eagles @ Samsung Lions RISK 2 UNITS JUN 22 | 8:00PM PST OVER 202.5 2 WINNER 5-1 93.33% � China Basketball Association -110 Guangzhou Lions @ Liaoning Leopards RISK 2 UNITS DATE/GAME & UNIT RISK PICK/ODDS UNITS RESULTS RECORD ROI JUN 22 | 12:20PM PST ALEX BOWMAN ML 1 WINNER 4-1 72% � NASCAR GEICO 500 -125 Alex Bowman vs Jimmie Johnson RISK 1 UNIT JUN 22 | 12:00PM PST BURNLEY +2.5 -1.4 LOSER 3-1 65% ⚽ English Premier League -140 Manchester City @ Burnley RISK 1 UNIT JUN 22 | 12:00PM PST MILAN -1 1 WINNER 3-0 133% ⚽ Italian Serie A -115 Milan @ Lecce RISK 1 UNIT JUN 22 | 12:00PM PST UNDER 2.75 1 WINNER 2-0 150% ⚽ Italian Serie A -120 Brescia @ Fiorentina RISK 1 UNIT JUN 21 | 1:00AM PST UNDER 10 2 WINNER 1-0 200% ⚾ Korean Baseball -110 Doosan Bears @ LG Twins RISK 2 UNITS . -
Exploratory Study on Professional Baseball Fan Experience Management: Based on In-Depth Interview and Customer Journey Map
International Journal of Advanced Smart Convergence Vol.10 No.1 176-183 (2021) http://dx.doi.org/10.7236/IJASC.2021.10.1.176 IJASC 21-1-19 Exploratory Study on Professional Baseball Fan Experience Management: Based on In-Depth Interview and Customer Journey Map Se-yun Kim1, Kyung-Won Byun2 1Assistant Professor, Department of Sport management, Dankook University, Korea 2Assistant Professor, Department of graduate school of business Administration, Dankook University, Korea E-mail: [email protected], [email protected] Abstract The purpose of this study is was to analyze customer experience attribute of professional baseball. To achieve objectives of this study, a method was used the in-depth interview and experts' consultation which understanding the attributes and structure of customer experience attribute of professional baseball. As a result, the professional baseball customer experience attributes are 'viewing plan & purchase', 'stadium movement', 'entrance stadium', 'move to seat', 'game viewing', 'amenities/services', 'events/cheering', ‘move after match'. The review of the experience section and attributes derived through in-depth interviews with professional baseball fans was verified through an expert’ consultation to secure content validity. Through this process, 8 experience section and 41 attributes were analyzed. The customer experience journey was analyzed for a more in-depth analysis of the viewing experience of professional baseball fans. The customer experience journey was presented based on the needs of fans and discomfort in each experience section activity. Keywords: Professional Baseball, Customer Experience Management, In-Depth Interview, Customer Experience Journey 1. Introduction Seattle Sounders FC is a soccer team that has more than doubled the average audience of the Major League Soccer(MLS) and in 2013 it showed a capacity of crowd mobilization with 43,124, higher than the average audience of Chelsea, a popular English premier league club. -
Aaron Ramsey First Back at Juve Training, Ronaldo in Quarantine
If cricket is played in empty stadiums, so be it, says Stokes WEDNESDAY, MAY 6, 2020 PAGE 14 Aaron Ramsey first back at Juve training, Ronaldo in quarantine AFP MILAN Adel Khamis WELSH international Aaron Ramsey was the first Juven- Qatar 2022 tus player to return to indi- vidual training at the team’s ambassador sports centre in Turin on Tuesday as Cristiano Ronaldo began two weeks’ quarantine Adel Khamis after returning to Italy. Ronaldo flew back to tests positive northern Italy by private jet on Monday night after almost TRIBUNE NEWS NETWORK two months in coronavirus DOHA lockdown in his native Por- tugal. Juventus’ Italian defender Leonardo Bonucci, wearing a face mask, RETIRED Qatari midfielder Midfielder Ramsey joined gestures as he arrives in his car at the Juventus’ Continassa training Adel Khamis has tested posi- Juventus this season after ground in Turin. (AFP) tive for novel coronavirus. 11 years with Arsenal, and This was announced by the scored his fourth goal in their sports minister to demonise “There is no opposition Supreme Committee for De- last game against Inter Milan football,” he said. of mine, but the desire to livery & Legacy in a tweet. behind closed doors before “The majority of Italians evaluate the restart only if the Adel Khamis, 54, “was the championship was sus- do not welcome the resump- health of the people within the unfortunately diagnosed with pended on March 10. Juventus’ Welsh midfielder Aaron Ramsey arrives in his car at the Juventus’ Continassa training ground tion of the championship. team group is safeguarded. the novel coronavirus, COV- Champions Juventus are in Turin, Italy, on Tuesday. -
2019 Season Starts! Korea Culture News “Did You Watch the Game Last Night?” Baseball Games Are Always the Hottest Topic During This Time of the Year
March 28, 2019 Local Information Provider for Foreigners in Korea Volume 18, lssue 22 Printed by Pyeongtaek Culture Newspaper, a private firm in no way connected with the U.S. Government, under written agreement with U.S. Army Garrison Humphreys. K-League Baseball! by Lee, Sangbae 2019 Season Starts! Korea Culture News “Did you watch the game last night?” Baseball games are always the hottest topic during this time of the year. Baseball game season is here. On March 23rd, Korean professional baseball league Something about popularity opened its season for 2019. Now that the playoffs are going on, baseball is in favor among Korean fans. Monday blues gets worse because there are no baseball of Korean Professional games on Mondays. Since the launch of Korean professional baseball in 1982, baseball has been Korea’s most Baseball League popular sports. Major owner companies of each professional baseball club have been playing a part in boosting the popularity of Korean professional base- ball league. The owner companies of each professional baseball club stimulate the emotions of baseball fans, improving the public image of the companies and attracting the fans to feel strong affinity to those companies. Through various events and marketing, the fans unconsciously become loyal customers of the club they support. SK Wyverns built Wi-Fi zones in Incheon Moonhak Stadium for the convenience of fans. It also repackaged the pavement of the sidewalk around the stadium for a better walk and built a family-friendly zone which is lo- cated on the grassy hillside and available to set up a tent or lay a mat. -
Modeling Baseball Outcomes As Higher-Order Markov Chains
Modeling Baseball Outcomes as Higher-Order Markov Chains Jun Hee Kim [email protected] Department of Statistics & Data Science, Carnegie Mellon University Abstract Baseball is one of the few sports in which each team plays a game nearly everyday. For instance, in the baseball league in South Korea, namely the KBO (Korea Baseball Organization) league, every team has a game everyday except for Mondays. This consecutiveness of the KBO league schedule could make a team’s match outcome be associated to the results of recent games. This paper deals with modeling the match outcomes of each of the ten teams in the KBO league as a higher-order Markov chain, where the possible states are win (“W”), draw (“D”), and loss (“L”). For each team, the value of k in which the kth order Markov chain model best describes the match outcome sequence is computed. Further, whether there are any patterns between such a value of k and the team’s overall performance in the league is examined. We find that for the top three teams in the league, lower values of k tend to have the kth order Markov chain to better model their outcome, but the other teams don’t reveal such patterns. 1 Introduction Different types of sports have different game rules, frequency of games, style, etc that make the sport unique and interesting. In particular, how often games are held is a factor that differs a lot across different sports. Baseball, which is a sport that the league is very popular in countries like United States (Major League Baseball, or MLB), South Korea (Korea Baseball Organization league, or KBO league), and Japan (Nippon Professional Baseball, or NPB), has a feature that each team plays a game nearly everyday. -
Baseball Baseball 野球
Daily Report Protocol Protocole de rapport quotidien デイリーレポートプロトコル WED 28 JUL 2021 Baseball Baseball 野球 Fukushima Azuma Stadium Stade de baseball d'Azuma 福島あづま球場 BSBMBBLTEAM9 ----------------------_B58 1 Report Created WED 28 JUL 2021 16:00 Page 1/1 Baseball/Softball 野球・ソフトボール / Baseball/Softball Baseball 野球 / Baseball Team Roster チームロースター / Composition de l’équipe As of TUE 27 JUL 2021 DOM - Dominican Republic Height Bat Throw No. Name Date of Birth Pos. Club m / ft in Hand Hand 2 NUNEZ Gustavo 8 FEB 1988 1.80/5'11" IF S R Estrellas Orientales San Pedro de Macoris (DOM) 3 PEREZ Yefri 24 FEB 1991 1.80/5'11" U S R Aguilas Cibaenas Santiago de los Caballeros (DOM) 6 MEJIA Erick 9 NOV 1994 1.80/5'11" U S R Kansas City Royals AAA Papillion, Nebraska (USA) 7 VALERIO Charlie 7 NOV 1990 1.82/6'0" C S R Sioux Falls Canaries Sioux Falls, South Dakota (USA) 10 GUZMAN Jeison 8 OCT 1998 1.87/6'2" IF S R Kansas City Royals A+ Davenport, Iowa (USA) 14 CABRERA Melky 11 AUG 1984 1.77/5'10" OF S L Aguilas Cibaenas Santiago de los Caballeros (DOM) 15 MERCEDES Cristopher 8 MAR 1994 1.87/6'2" P L L Yomiuri Giants Tokyo (JPN) 16 BALDWIN Roldani 16 MAR 1996 1.80/5'11" C R R Boston Red Sox AAA Portland, Maine (USA) 18 RODRIGUEZ Julio 29 DEC 2000 1.90/6'3" OF R R Seattle Mariners A+ North Little Rock, Arkansas (USA) 19 BAUTISTA Jose 19 OCT 1980 1.82/6'0" OF R R Diablos Rojos del Mexico Ciudad de Mexico, CDMX (MEX) 23 ROSSO Ramon 9 JUN 1996 1.93/6'4" P R R Lehigh Valley Iron Pigs Lehigh Valley, Pennsylvania (USA) 28 GARCIA Junior 1 OCT 1995 1.80/5'11" P L L Arizona