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Ice Hockey Research Data Platform from Official Records Data and Verification

  • 투고 : 2019.09.30
  • 심사 : 2019.12.12
  • 발행 : 2019.12.31

초록

In this study, a database was established by analyzing the record data research produced in ice hockey sports. The deployed data verification with Ice hockey reference service was demonstrated with ice hockey officials and players. This research utilized the data stored in the KNSU Datanest data repository and developed PDF parsers for batch processing of records. Among the types of records, the game summary, team roster, team statistics, and player statistics files were collected, and tables were extracted from the records. PDF records were converted to text in CSV format which are converted to DataFrame and loaded into the database. Out of the total 22 types of records, 4 types were constructed with OO data parsed as element values. Data verification has found no problems with the quality of the data deployed, showing a high satisfaction with providing 66 factors against the 30 factors provided by the service previously used.

키워드

참고문헌

  1. Elite Prospects. [n.d.]. Retrieved from http://www.eliteprospects.com
  2. Jin, S., Kim, S. T., & Jang, J. H. (2018). Ice Hockey Database Schema Design: For National Teams's Biomechanical Analysis. ISBS Proceedings Archive, 36(1), 610. Retrieved from https://commons.nmu.edu/isbs/vol36/iss1/138/
  3. KBL Reference. [n.d.]. Retrieved from http://bookyoon.dothome.co.kr/g5/kbl.php
  4. Koo, D. H., Panday, S. B., Xu, D. Y., Lee, C. Y., & Kim, H. Y. (2016). Logistic regression of wins and losses in Asia league ice hockey in the 2014-2015 season. International Journal of Performance Analysis in Sport, 16(3), 871-880. doi:10.1080/24748668.2016.11868935
  5. Lee, H. Y. (2010). A Study on Plans for the Construction of Sports Archive (Master's thesis). Major of Archival Management, Hanshin University, Osan, Korea. Retrieved from http://www.riss.kr/link?id=T11984954&outLink=K
  6. Memmert, D., & Rein, R. (2018). Match Analysis, Big Data and Tactics: Current Trends in Elite Soccer. German Journal of Sports Medicine/Deutsche Zeitschrift fur Sportmedizin, 69(3), 65-72. doi:10.5960/dzsm.2018.322
  7. Mihindukulasooriya, N., Priyatna, F., & Rico, M. (2018, June). Publishing Tourism Statistics as Linked Data a Case Study of Sri Lanka. In International Conference on Web Engineering (pp. 193-201). Springer, Cham. doi:10.1007/978-3-030-03056-8_17
  8. NHL Stats. [n.d.]. Retrieved from http://www.nhl.com/stats/
  9. Yu, W., Li, Z., Zeng, Q., & Jiang, M. (2019, May). Tablepedia: Automating PDF Table Reading in an Experimental Evidence Exploration and Analytic System. In The World Wide Web Conference (pp. 3615-3619). ACM. doi:10.1145/3308558.3314118