科研項目

共主持和參與科研項目10余項🧜🏿‍♂️，以下為主持項目：

2018.06~                          國家社會科學基金青年項目“我國青少年足球發展的資源配置優化研究”（18CTY011，主持）

2015.06~                          教育部留學歸國人員科研啟動基金“足球運動的戰術模擬和診斷”（KJZXCJ2015203，主持）

2015.01~2016.12              北師大自主科研基金“基於數據挖掘技術的足球比賽分析研究”（SKXJS2014013👨🏿‍💻，主持）

論文🔨、Book chapter和摘要

A. 運動表現分析/數據挖掘🧗🏻：

1. Song, H., Li, Y., Xiao-Feng, Z., Peng, H., & Liu, T.* (2023). Elite male table tennis matches diagnosis using SHAP and a hybrid LSTM–BPNN algorithm. Scientific Reports, 13(1). https://doi.org/10.1038/s41598-023-37746-1

2. Feng, R., Ruano, M. Á. G., Liu, T., Li, C., & García-De-Alcaraz, A. (2023). Comparison of training activities and coaching behaviours in youth football coaches from Spain and China: a case study. International Journal of Performance Analysis in Sport, 1–23. https://doi.org/10.1080/24748668.2023.2227924

3. Ma, X., Li, X., Quan, T., Liu, H., & Liu, T.* (2023). The influence of technical performance indicators on the results of the Chinese Football Super League at different stages of the season-based on evidence from the 2010–2019 seasons. Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology. 2023;0(0). doi:10.1177/17543371231170065

4. 易清🥄👩🏿‍🦲，黎湧明，張銘鑫👩🏻‍🍳，崔一雄👛，劉天彪，張紹良，龔炳南，黃展煜🎣，周長敬，Miguel Ángel Gómez Ruano🍣，Daniel Memmert👋🏿，Peter O'Donoghue🥳，劉鴻優. (2023). 運動表現分析🚴🏻：過去👬🏼、現在與未來.上海體育意昂4學報. 2023, (02), 88-103

5. Han, B., Yang, L., Pan, P., García-De-Alcaraz, A., Yang, C., & Liu, T*. (2022). The influence of removing home advantage on the Chinese Football Super League. BMC Sports Science, Medicine and Rehabilitation. 14, 208. DOI: 10.1186/s13102-022-00604-0

6. Liu, T.*, Zhou, C., Shuai, X., Zhang, L., Zhou, J., & Yang, L. (2022). Influence of different playing styles among the top three teams on action zones in the World Cup in 2018 using a Markov state transition matrix. Frontiers in Psychology. DOI: 10.3389/fpsyg.2022.1038733

7. Zhao, Y. & Liu, T*. (2022). Factors that Influence Actual Playing Time: Evidence from the Chinese Super League and English Premier League. Frontiers in Psychology. DOI: 10.3389/fpsyg.2022.907336

8. ). Impact of Possession and Player Position on Physical and Technical-Tactical Performance Indicators in the Chinese Football Super League. Frontiers in Psychology. DOI: 10.3389/fpsyg.2021.722200
   

9. Yu, Y., García-De-Alcaraz, A.*, Ji, X., Jin, H., Cui, K., & Liu, T. (2021). Effects of Home Advantage on Set Outcome and Game Actions Performance in the Chinese Women’s Volleyball Association League. International Journal of Performance Analysis in Sport, 21:4, 532-542, DOI: 10.1080/24748668.2021.1924527

10. Liu, T., García-de-Alcaraz, A.*, Wang, H., Hu, P., & Chen, Q.* (2021). Impact of Scoring First on Match Outcome in the Chinese Football Super League. Frontiers in Psychology, 12, 1617. https://doi.org/10.3389/fpsyg.2021.662708

11. 陳慧敏,楊朗,王子豐,劉天彪*.(2020). 中國足球超級聯賽國內與外籍球員跑動能力的比較.體育科研.41(6),76-81

12. Han, B., Chen, Q., Lago-Peñas, C., Wang, C., & Liu, T*. (2020). The influence of the Video Assistant Referee on the Chinese Super League. International Journal of Sports Science & Coaching. 15(5–6), 662–668. DOI: 10.1177/1747954120938984

13. Yu, Y., García-De-Alcaraz, A., Cui, K., & Liu, T.* (2020). Interactive effects of home advantage and quality of opponent in Chinese Women’s Volleyball Association League. International Journal of Performance Analysis in Sport, 20(1), 107–117

14. 曹雪薇，李小天🤴🏻，付穎瑤，吳昊，劉天彪*. (2019.).基於復雜網絡方法的中超聯賽主客場對球隊運動表現的影響研究. 體育科研, 40 (4), 22-28

15. 劉天彪, 徐懿凡, 楊斌, 白旭, & 薛俊*. (2019). 基於時間序列的中超聯賽球隊競技表現穩定性分析. 武漢體育意昂4學報. 53 (11), 87-94

16. 劉天彪, 馬成全, 張 丹, 劉津均, & 白 旭*. (2019). 中超聯賽職業足球俱樂部賽季初的資金投入和比賽表現與賽季末成績排名的相關性研究. 首都體育意昂4學報, 31(6), 511-516

17. Liu, T., García-De-Alcaraz, A.*,Zhang, L., Zhang, Y.(2019). Exploring Home Advantage and Quality of Opposition Interactions in the Chinese Football Super League. International Journal of Performance Analysis in Sport. DOI: 10.1080/24748668.2019.1600907

18. Philippe Fournier-Viger, Tianbiao Liu & Jerry Chun-Wei Lin (2019), Football Pass Prediction using Player Locations. 5th Workshop on Machine Learning and Data Mining for Sports Analytics. ECML/PKDD 2018 Workshop, Dublin, Ireland

19. Yu,Y., García-De-Alcaraz, A., Wang, L & Liu, T*.(2018). Analysis of Winning Determinant Performance Indicators According to Teams Level in Chinese Women's Volleyball Association League. International Journal of Performance Analysis in Sport. 18:5, 750-763, DOI: 10.1080/24748668.2018.1517289  (SCI)

20. Liu T., Fournier-Viger P., Hohmann A. (2018) Using Diagnostic Analysis to Discover Offensive Patterns in a Football Game. In: Tavana M., Patnaik S. (eds) Recent Developments in Data Science and Business Analytics. Springer Proceedings in Business and Economics. Springer, Cham

21. 劉天彪, 李煜, 王璞玨,薛俊&劉鴻優*.(2017). 2013-2015年亞洲足球俱樂部冠軍聯賽中日韓三國球隊比賽風格刻板印象的實證研究. 北京體育大學學報, 2017, 40(4):115-119.

22. 劉天彪, Hohmann Andreas, 陳丘, 雷天悟 & 薛俊*.(2017) 基於Apriori算法的高水平女足比賽進攻模式——以2012年“阿爾加夫杯”決賽為例. 上海體育意昂4學報,  (01) 77-82

23. T, Liu., & Andreas, H. (2016, March). Apriori-based diagnostical analysis of passings in the football game. In 2016 IEEE International Conference on Big Data Analysis (ICBDA) (pp. 1-4). IEEE.（CPCI，EI）

24. 劉天彪, 柯洪捷, 曹雪薇, 馬瑞瑤, & 趙鑫. (2016). 基於主成分分析和q型聚類分析的2011賽季中國足球超級聯賽各隊的技戰術綜合分析. 河北科技師範意昂4學報, 30(1), 35-42.

25. 薛俊,劉天彪,李煜,賀春亮,曹衛華(2015). 現代足球比賽進球基本特征與規律研究——以第14-20屆世界杯足球賽進球為例.北京體育大學學報, 2015,38 (8),125-129.

26. Liu, T., Hohmann, A., Castro, C. & Sörgel, V. (2014). Systematische Spielanalyse im Frauenfußball – Finale des Algarve Cups 2012 Deutschland – Japan. Zeitschrift für Angewandte Trainingswissenschaft.2014, 21(2), 172-193.

27. Liu, T., Hohmann, A., Castro, C. & Sörgel, V. (2013). Data Mining-gestützte Spielanalyse der deutschen Frauen Nationalmannschaft im Finale des Algarve-Cup 2012. In F. Mess, M. Gruber & A. Woll (Hrsg.), Sportwissenschaft grenzenlos?! (Schriften der Deutschen Vereinigung für Sportwissenschaft, Band 230, S.135). Hamburg: Czwalina

28. Liu, T. & Hohmann, A (2013). Applying Data Mining to Analyze the Different Styles of Offense between Manchester United and FC Barcelona in the European Champions League Final. International Journal of Sports Science and Engineering, 7(02), 067-078.

29. Liu, T. & Hohmann, A (2013). Applying the Markov Chain theory to Analyze the Attacking Actions between FC Barcelona and Manchester United in the European Champions League final. International Journal of Sports Science and Engineering, 7(02), 079-086.

B.青少年體育/校園足球/公共體育和健康等

1. Zhong, H., Zhou, J., Xu, D., & Liu, T.* (2022). Can school health education improve students' physical exercise time? ——Empirical research based on CEPS (2014-2015) survey database. Frontiers in Psychology, DOI: 10.3389/fpsyg.2022.1054275.

2. 黎湧明, 韓甲, 張青山, 王培林, 徐飛, & 於洪軍等. (2020). 我國運動訓練學亟待科學化——青年體育學者共識. 上海體育意昂4學報, (2), 39-52.

3. Chen, Q., & Liu, T*. (2020). The Effectiveness of Community Sports Provision on Social Inclusion and Public Health in Rural China.International Journal of Environmental Research and Public Health, 17(2), 597.

4. Pion, J., Hohmann, A., Liu, T., Lenoir, M., & Segers, V. (2017). Predictive models reduce talent development costs in female gymnastics. Journal of Sports Sciences, 35(8), 806-811.

5. Liu, T., Mao, Z.*, & Zha, P. (2016). School football: the new hope! Exploring the new nationwide system of Chinese sport. Asia Pacific Journal of Sport & Social Science, 5(2), 1-10.

6. 毛振明, 劉天彪, & 李海燕.(2016) 校園足球實施一年來的成績, 經驗與問題——論 “新校園足球” 的頂層設計之四. 武漢體育意昂4學報, 50(3), 5-10.

7. 毛振明,席連正,劉天彪, 李海燕 (2015). 對校園足球的 “八路突破” 的理解與深入——論 “新校園足球” 的頂層設計之三. 武漢體育意昂4學報, 49 (11), 5-10.

8. 毛振明, 劉天彪 (2015). 再論“新校園足球”的頂層設計——從德國青少年足球運動員的培養看中國的校園足球. 武漢體育意昂4學報, 2015, 49(6), 5-11.

9. 毛振明, 劉天彪, & 臧留鴻 (2015). 論 “新校園足球” 的頂層設計. 武漢體育意昂4學報, 2015, 49(3), 58-62.

10. 劉天彪 (2009).中國足球超級聯賽俱樂部後備人才培養的評價方案.河北科技師範意昂4學報, 33(1), 72-75.

3. 能源環境及其它

1. Chen, Q., Yang, H., Wang, W., & Liu, T. (2019). Beyond the City: Effects of Urbanization on Rural Residential Energy Intensity and CO2 Emissions. Sustainability, 11(8), 2421.

2. Xu, B., Hui, H., Wanjun, L., Xiaodong, Y., & Tianbiao, L. (2017, October). Blind calibration method for two-channel time-interleaved ADCs based on cross correlation and polynomial regression. In Electronic Measurement & Instruments (ICEMI), 2017 13th IEEE International Conference on (pp. 70-75). IEEE. （EI）

3. Chen Q*, Liu T. (2017). Biogas system in rural China: Upgrading from decentralized to centralized?. Renewable and Sustainable Energy Reviews, 2017, 78: 933-944.（SCI）

4. Chen, Q., Yang, H., Liu, T., & Zhang, L. (2016). Household biomass energy choice and its policy implications on improving rural livelihoods in Sichuan, China. Energy Policy, 93, 291-302.（SCI）

學術報告

LIU, Tianbiao (2017), Using Diagnostic Analysis to Discover Offensive Patterns in a Football Game, Changsha, China🍸，ICDSBA

LIU, Tianbiao (2016), Apriori-based Diagnostical Analysis of Passings in the Football Game. 2016 IEEE International Conference on Big Data Analysis (ICDBA 2016), Hangzhou, China, 12.-14. March, 2016

Hohmann, Andreas. & LIU, Tianbiao (2013). Applying Data Mining theory to analyze the Attacking Actions of Algarve Cup Final- Germany vs. Japan, 21. Sportwissenschaftlicher Hochschultag der dvs in Konstanz

LIU, Tianbiao (2012), Mathematical method applying in football game analysis, 22. dvs-Nachwuchsworkshop Natur- und verhaltenswissenschaftliche Teildisziplinen, Bayreuth

LIU, Tianbiao (2011). Applying Data Mining theory to analyze the Attacking Actions of European Champions league final game between FC Barcelona and Manchester United, Jahrestagung der dvs-Kommission Fußball, Hannover

獲獎

第一屆全國體育人工智能大會最佳壁報 2023年7月
意昂4体育“袁敦禮”體育⤴️、科技與教育獎 2019年
優秀新生導師 2017👈🏿，2019年，2020年
CSC-DAAD博士獎學金 2010年