• 제목/요약/키워드: Racing

검색결과 361건 처리시간 0.026초

서울 경마 경기 우승마 예측 모형 연구 (Analysis of Horse Races: Prediction of Winning Horses in Horse Races Using Statistical Models)

  • 최혜민;황나영;황찬경;송종우
    • 응용통계연구
    • /
    • 제28권6호
    • /
    • pp.1133-1146
    • /
    • 2015
  • 경마 산업은 국내 합법 사행산업의 대부분을 차지하고 있다. 그러나 사행성 도박이라는 인식 하에 여타 스포츠 산업에 비해 활발한 통계적 분석이 이루어지지 않고 있다. 본 연구의 목적은 다양한 데이터마이닝 기법을 이용하여 우승마를 예측하는 모형 개발에 있다. 모형 적합에 사용한 데이터는 한국 마사회에서 제공하는 자료를 바탕으로 하였으며, 경마 성적표, 경주마 정보, 기수 정보, 조교사 정보 등을 사용하였다. 예측 모형은 크게 두 모형으로 나누어 순위를 기반으로 한 모형과 기록을 기반으로 한 모형으로 적합하였고, 분석 방법으로는 선형회귀분석, 랜덤 포레스트, 로지스틱 회귀 분석을 사용하였다. 그 결과 말 기본 정보와 과거 우승 경력, 기수의 과거 우승 경력 등이 순위 예측에 큰 영향을 미치는 것을 알 수 있었다. 모형 적합에 사용되지 않은 최근 1개월 간 데이터를 이용하여 단승식, 복승식, 삼복승식으로 배팅한 결과 모형 간 큰 차이가 없었고, 모두 양의 수익을 얻을 수 있었다.

주요 게임 콘텐츠의 시장 지배력 평가를 통한 한국 온라인 게임 시장의 장르별 경쟁 유형 분석 (Analysis of Genre-specific Competition Patterns in Korean Online Game Market using Market Dominance Assessment of Major Game Contents)

  • 류성일;박선주
    • 한국콘텐츠학회논문지
    • /
    • 제11권12호
    • /
    • pp.145-151
    • /
    • 2011
  • 본 연구에서는 한국 온라인 게임 콘텐츠 시장에 대해 장르적 구분에 의거한 경쟁 구조를 가정하고, 장르에 따라 분류된 하부시장 내에서 각각 다르게 나타나는 경쟁 유형을 분석하였다. 먼저 장르별 1, 2위 게임 콘텐츠들의 시장지배력을 분석하기 위하여, 장르 내에서의 플레이타임 점유율과 표준편차 통계량을 활용하여, 장르별 ANOVA분석 및 Cluster 분석을 수행하였다. ANOVA 분석 결과에 따르면, 장르별 1위 게임의 점유율에서 'FPS/레이싱 > RTS/스포츠 > 포커 > 고스톱 > RPG > 아케이드 > 보드'의 관계가 있었고, 1위와 2위 게임의 플레이타임 합계 점유율에서는, 'RTS > FPS/레이싱 > 스포츠 > RPG > 고스톱 > 포커 > 아케이드 > 보드'의 관계가 확인되었다. 그 밖에 Cluster 분석에서는 시장지배적 성향의 강한 정도와 그 변동성이 유사한 수준에 있는 장르들의 군집을 구분하여 제시하였다.

Microsatellite DNA형에 의한 더러브렛 말의 친자감정예 (A case of parentage testing in the Thoroughbred horse by microsatellite DNA typing)

  • 조길재;양영진;김봉환
    • 대한수의학회지
    • /
    • 제43권1호
    • /
    • pp.25-29
    • /
    • 2003
  • This study was carried out to investigate a usefulness of the microsatellite DNA markers for parentage verification of Thoroughbred (TB) horses. 9 TB horses samples were genotyped for nine international minimum standard markers (AHT4, 5, ASB2, HMS3, 6, 7, HTG4, 10, and VHL20), and the additional panel of four markers, ASB17, CA425, LEX33, and TKY321. This methods consisted of multiplexing PCR procedures, and it showed reasonable amplification of all PCR products. Genotyping was performed with an ABI 310 genetic analyzer. Foal I was excluded according to principles of Mendelian genetics in AHT4 (H/K), ASB2 (Q/Q), HMS3 (I/P), HTG4 (M/O), HTG1O (K/R), VHL20 (M/P), ASB17 (F/N), LEX33 (M/O), and TKY321 (G/I) markets. Foal II was excluded with markers AHT5 (K/M), ASB2 (M/N), HMS7 (N/N), HTG1O (K/K), VHL20 (I/I), ASB17 (F/F) and TKY321 (G/I). Foal III was excluded with markers AHT4 (O/O), AHT5 (K/K), ASB2 (M/R), HMS6 (M/P), HMS7 (O/O), HTG10 (R/S), VHL20 (L/M), and ASB17 (N/O). These results suggest that the present DNA typing is so useful for parentage verification of TB horses.

Organic Acid Profiling Analysis in Culture Media of Lactic Acid Bacteria by Gas Chromatography-Mass Spectrometry

  • Lee, Jae-Yeon;Nguyen, Duc-Toan;Park, Young-Shik;Hwang, Kyo-Yeol;Cho, Yong-Seok;Kang, Kyung-Don;Yoon, Jae-Hwan;Yu, Jun-Dong;Yee, Sung-Tae;Ahn, Young-Hwan;Lee, Gwang;Seong, Su-Il;Paik, Man-Jeong
    • Mass Spectrometry Letters
    • /
    • 제3권3호
    • /
    • pp.74-77
    • /
    • 2012
  • Organic acid (OA) profiling analysis was performed in culture media from Lactobacillus pentosus K34 (L. pentosus K34) and Pediococcus lolli PL24 (P. lolli PL24) by gas chromatography-mass spectrometry (GC-MS) following methoxime/tert-butyldimethylsilyl derivatives. 12 OAs were positively identified in culture media. Most of OA levels from L. pentosus K34 of hetero lactic fermentation were found to be higher when compared with those from P. lolli PL24 of homo lactic fermentation, which may explain different OA metabolism in each strain. In addition, the distorted dodecagonal star patterns were readily distinguishable, and the characteristics of each strain were well represented. The present study demonstrates that the OA metabolic profiling method by GC-MS combined with star pattern recognition is useful for the monitoring study of characteristic OA metabolism in various microorganisms.

Genetic Relationship among the Korean Native and Alien Horses Estimated by Microsatellite Polymorphism

  • Cho, G.J.
    • Asian-Australasian Journal of Animal Sciences
    • /
    • 제19권6호
    • /
    • pp.784-788
    • /
    • 2006
  • Microsatellite polymorphism and the genetic relationship were estimated using genotype information of 305 horses from 11 microsatellite loci. The breeds include the indigenous Korean breeds, Korean native horse (102) and Jeju racing horse (56) together with Japan Hokkaido horse (5), Mongolian horse (19), Thoroughbred horse (108), Quarter horse (11) and Przewalskii horse (4). Allelic frequencies, the number of alleles per locus were estimated by direct counting from observed genotype, and genetic variability was computed using the CERVUX software and DISPAN. The number of alleles per locus varied from 6 (HMS6) to 18 (ASB17) with an average value of 10.45 in horse breeds. The expected total heterozygosity ($H_T$) and coefficient of gene differentiation ($G_{ST}$) ranged 0.764-0.921 (the average value was 0.830) and 0.102-0.266 (the average value was 0.180) in horse breeds, respectively. Four populations (Przewalskii horse, Japan Hokkaido horse, Quarter horse, Thoroughbred horse) showed lower heterozygosity than the average value (the average value was 0.710). The expected heterozygosity within breed ($H_S$) and mean no. of observed alleles ranged from $0.636{\pm}0.064$ (Japan Hokkaido horse) to $0.809{\pm}0.019$ (Mongolian horse), and from 2.73 (Przewalskii horse) to 8.27 (Korean native horse), respectively. The polymorphic information content (PIC) ranged from 0.490 (Przewalskii horse) to 0.761 (Mongolian horse) with an average value of 0.637 in horse breeds. The results showed three distinct clusters with high bootstrap support: the Korean native horse cluster (Korean native horse, Mongolian horse), the European cluster (Przewalskii horse, Thoroughbred horse), and other horse cluster (Jeju racing horse, Japan Hokkaido horse, and Quarter horse). A relatively high bootstrap value was observed for the Korean native horse cluster and European cluster (87%), and the Korean native horse and Mongolian horse (82%). Microsatellite polymorphism data were shown to be useful for estimating the genetic relationship between Korean native horse and other horse breeds, and also be applied for parentage testing in those horse breeds.

소의 친자감정을 위한 Microsatellite markers의 유전적 다양성 분석 (Analysis of genetic diversity for cattle parentage testing using microsatellite markers)

  • 조길재;양영진;이길왕
    • 대한수의학회지
    • /
    • 제44권2호
    • /
    • pp.287-292
    • /
    • 2004
  • The objective of present study was to ascertain genetic diversity for cattle parentage testing. A total of 59 random cattle samples(29 Korean native cattle and 30 dairy cows) were genotyped by using 11 microsatellite loci(BM1824, BM2113, ETH10, ETH225, EH3, INRA23, SPS115, TGLA122, TGLA227, TGLA53, and TGLA126). This method consisted of multiplexing PCR procedure and showed reasonable amplification of all PCR products. Genotyping was performed with an ABI 310 genetic analyzer. The number of alleles per locus varied from 5 to 11 with a mean value of 6.73 in the Korean native cattle(KNC), 4 to 9 with a mean of 5.91 in dairy cows(DC). Expected heterozygosity was ranged 0.534~0.855(mean 0.732), 0.370~0.866(mean 0.692) in the KNC and DC, respectively. PIC value was ranged 0.485~0.821(mean 0.684), 0.336~0.834(mean 0.640) in the KNC and DC, respectively. Of the 11 markers, 7 markers(ETH10, EH3, INRA23, SPS115, TGLA122, TGLA227, TGLA53) and 3 markers(INRA23, TGLA227, TGLA53) have relatively high PIC value (>0.7) in the KNC and DC, respectively. The total exclusion probability of 11 microsatellite loci was 0.9997 and 0.9991 in the KNC and DC, respectively. These results present basic information for developing a system for parentage verification and individual identification in the KNC and DC.

더러브렛 씨암말의 생식기내 세균의 분포 및 항생제 감수성 양상 (Distribution and Antimicrobial Susceptibility Patterns of Bacteria Isolated from Genital Tract in Thoroughbred Mares)

  • 최성균;이수길;양재혁;조길재
    • 한국임상수의학회지
    • /
    • 제24권1호
    • /
    • pp.19-25
    • /
    • 2007
  • This study carried out to investigate the genital tract bacterial flora of Thoroughbred mare in Jeju province during March and July, 2006. The specimens were collected from vaginal ucosa and clitorial fossa using a culture swab (BBL, USA) from 100 Thoroughbred mares. Colonies were selected blood and MacConkey agar plate, and identified as standard biochemical properties using Biolog system (Thermo, USA). In this study, 470 gram-negative strains were isolated more frequently than 249 gram-positive strains. We were Isolated Escherichia coli (19.8%), Proteus mirabillis (14.9%), Enterobacter nimipressuralis (7.4%), Enterobacter mobilis (4.7%), Aeromonas encheleia (4.3%), Pseudomonas aeroginosa (3.0%), Staphylococcus aureus (14.9%), Staphylococcus epidermidis (11.2%), Coagulasenegative Staphylococcus spp. (10.0%), Enterococcus faecalis (9.2%), Enterococcus faecium (8.0%), Actinomyces viscosus (7.2%), Micoroccus diversus(6.8%), Streptococcus dysgalactiae subsp. equisimilis(5.2%), Streptococcus equi subsp. zooepidemicus (3.2%), Other non-beta hemolytic Streptococcus spp. (2.0%) and many others from vaginal mucosa and clitorial fossa in Thoroughbred mares. No significant bacteria (Taylorella equigenitalis and Klebsiella pneumonia) were isolated from the mare genital tract. In antimicrobial agents susceptibility test, it shows a high sensibility in the antibiotics of the most which excepts the streptomycin and neomycinm, kanamycin, spectinomycin, compound sulfonamides. Especially, Staphylococcus epidermidis, Enterococcus spp. and Streptococcus spp. were visible a high sensibility in the all antibiotics. However, Staphylococcus aureus, Pseudomonas aeruginosa, Proteus spp. and E. coli were showed a high antibiotic resistance patterns. These results may provide the basic information to establish strategies for the treatment and prevention of reproductive disease in Thoroughbred mares in Korea.

Diagonal paramedian approach법을 이용한 말에서 난소 제거술 (Ovariectomy of Fibroma in Paint Horse by Using the Diagonal Paramedian Approach)

  • 권도연;조영재;최귀철;조길재
    • 한국임상수의학회지
    • /
    • 제26권3호
    • /
    • pp.282-285
    • /
    • 2009
  • 10살의 페인트종의 말이 수컷과 비슷하게 사람과 다른 말들에게 공격적인 양상을 점차적으로 보였다. 직장검사와 초음파 검사를 통하여 오른쪽 난소의 이상을 발견하였다. 혈액치와 혈액화학치는 정상이었으나, 테스토스테론(46.00 pg/mL), 인히빈(0.856 ng/mL,), 프로게스테론(1.2 ng/mL)은 정상수치보다 증가하였다. 비대해진 난소는 diagonal paramedian approach법으로 제거하였다. 이 방법은 수술부위를 적게 절개할 수 있으며, 출혈을 최소화할 수 있다. 수술 후 합병증 없이 행동적 이상을 보이지 않았으며, 호르몬 수치도 정상 수치를 보였다. 제거한 난소는 조직검사 결과 난소 섬유종으로 진단되었다.

경주마에서 와이어와 폴리메틸메타크릴레이트 합성충진제를 사용한 제측열제의 치료 1례 (Successful Treatment of Quarter Crack Using Wiring and Polymethylmethacrylate Composites in a Thoroughbred Racehorse)

  • 박경원;안승주;이은비;천용우;정효훈;강태영;서종필
    • 한국임상수의학회지
    • /
    • 제37권5호
    • /
    • pp.278-281
    • /
    • 2020
  • A 4-year-old Thoroughbred stallion was referred to J&C Equine Hospital with a quarter crack of the right front foot. On visual inspection, there was a medial quarter crack with laminar necrosis. The first step to treat this problem was to remove the necrotized tissue around the crack using Dremel tools, disinfecting crack, administering antibiotics through regional limb perfusion and systemically administering antibiotics and anti-inflammatory drugs consistently. After one month's anti-inflammatory management, the quarter crack was treated successfully using two series of wiring with one week's term and polymethylmethacrylate composites (Equilox). After treatment, this racehorse successfully resumed training and racing in Korea Racing Authority Seoul Race Course, and won three times, finishing second and third place once, out of thirteen starts.

스페이스 프레임을 가진 경주용 차량의 충돌에 관한 시뮬레이션 해석 (Simulation Analysis on the Impact of Racing Car with Space Frame)

  • 조재웅;방승옥;김기선
    • 한국산학기술학회논문지
    • /
    • 제11권7호
    • /
    • pp.2341-2348
    • /
    • 2010
  • 본 논문에서는 충돌하중 하에서 스페이스 프레임을 사용하는 경주용 차량의 프레임 변형 및 응력을 분석한다. 충돌 시 변형을 최소한으로 줄이고, 취약부분을 파악하여 운전자의 안전을 확보한다. 탄소강의 물성치를 바탕으로 트러스 구조로 설계된 차량 프레임의 유한요소모델을 만들고, ANSYS 프로그램을 이용하여 정면충돌 시 속도 변화에 따른 충격량 증가가 프레임에 미치는 영향을 분석한다. 또한 정면, 측면, 후면 방향에 충돌하중을 적용하여 프레임의\ 변형을 해석한다. 정면 및 후면충돌에서는 운전석에 가해지는 영향이 적지만, 측면충돌 시 충격에 의한 변형이 운전석까지 진행된다. 이러한 변형에 대한 취약부분의 보강을 통하여 프레임의 안전성 설계를 증진시키고 시뮬레이션 해석의 결과를 실제 프레임 제작에 활용한다.