男👉🏻，高級實驗師，碩士生導師
1975年出生於河南鄧州，沐鸣注册高級實驗師，碩士生導師。擁有計算機軟件高級程序員（2000年）、思科認證助理網絡工程師（CCNA，2009年）證書。發表論文30余篇🫰🏻、書籍3本🏌🏽♀️，申請專利4個。研究興趣包括信息系統、計算機視覺、數據挖掘、軟件工程、電子商務、雲計算🐹、共同創造價值🪲。
主要研究方向：
計算機視覺：姿態識別、動作評估、虛擬試衣、手勢識別、船臉識別
數據挖掘⛓️💥：數據獲取🕎、處理流程💁🏽🦃、知識庫建設、量化分析🚝、可視化展示
電子商務👤：業務流程分析、Web應用、App
團隊協作👆🏼🐀：Wiki🙎🏼♀️、Git、Co-Creation of Value、Mental Model
論文寫作：文獻檢索、文獻整理、論文模式、寫作流程
講授課程:
網絡工程；Java程序設計👸🏼；IT文獻檢索與寫作
主要研究成果：
[1] “紡織服裝行業電子商務新模式研究”獲紡織行業信息化成果一等獎，2018年
雲計算節點技術👨🏽✈️，用於支撐實驗室教學✖️、管理和軟件研發👰🏼♀️，發表多篇論文
[2] “高校實驗室管理模式改革與實踐——構建智能化實驗室管理平臺” 獲上海市教學成果一等獎，2013年
[3] “按領域知識結構和技術體系構建專業方向實驗教學系統”獲校教學成果一等獎🤩，2008年
近期主持的科研項目：
[1] 視頻動作識別與智能分析系統開發🤦🏼，主持，橫向，2020
[2] 智慧教育在線教學平臺設計與開發，主持，橫向，2019
[3] 工業品MRO服務系統研究與開發，主持🧝🏼，橫向，2016
[4] 智能電源控製系統和視頻監控系統🍥，主持，橫向🚵🏼♂️，2013
[5] 雲計算環境下自動化管理與多租戶技術研究🤷🏼♂️，主持🦤👫🏼，中央高校基本科研業務費，2011
[6] 校實驗室智能管理系統開發🏄🏻♂️，技術小組組長🩺，2011
[7] 計算機沐鸣雲計算平臺建設😎，設計與實現，2011
[8] 計算機沐鸣實驗教學平臺開發🙍🏿，校企合作，2010
[9] 沐鸣娱乐本科生教務管理系統的優化，主持🫳🏽，教改🍴，2009
[10] 計算機實驗教學示範中心網站建設，主持，教改2009
近幾年的英文論文♞🦶🏽：
[1]XiaoKang XU, Ran TAO, Xiangyang FENG, Ming ZHU. A Lightweight Facial Expression Recognition Network Based on Dense Connections; proceedings of the 16th International Conference on Knowledge Management in Organisations, KMO 2022, July 11, 2022 - July 14, 2022, Hagen, Germany, 2022 [C]. Springer Science and Business Media Deutschland GmbH, 2022: 347-359.
[2]Puchun XIE, Ran TAO, Xin LUO, Youqun SHI. YOLOv4-MobileNetV2-DW-LCARM: A Real-Time Ship Detection Network; proceedings of the 16th International Conference on Knowledge Management in Organisations, KMO 2022, July 11, 2022 - July 14, 2022, Hagen, Germany, 2022 [C]. Springer Science and Business Media Deutschland GmbH, 2022: 281-293.
[3]Xin LUO, Zhen CHENG, Qing NI, Ran TAO, Youqun SHI. Defect detection algorithm for fabric based on deformable convolutional network [J]. 2022,
[4]Jinyang DING, Ran TAO, Xin LUO, Xiangyang FENG. An Asymmetric Parallel Residual Convolutional Neural Network for Pen-Holding Gesture Recognition; proceedings of the 16th International Conference on Knowledge Management in Organisations, KMO 2022, July 11, 2022 - July 14, 2022, Hagen, Germany, 2022 [C]. Springer Science and Business Media Deutschland GmbH, 2022: 321-333.
[5]Rui YANG, Ran TAO, Zhaoyang WANG, Xiangyang FENG. Etiquette Action Similarity Evaluation Based on Posture Recognition; proceedings of the 15th International Conference on Knowledge Management in Organizations, KMO 2021, July 20, 2021 - July 22, 2021, Kaohsiung, Taiwan, 2021 [C]. Springer Science and Business Media Deutschland GmbH, 2021: 404-415.
[6]Ran TAO, Lili ZHU, Qinqin WEN, Youqun SHI, Xiangyang FENG. The Usability Evaluation Method of E-learning Platform Based on Fuzzy Comprehensive Evaluation; proceedings of the 15th International Conference on Knowledge Management in Organizations, KMO 2021, July 20, 2021 - July 22, 2021, Kaohsiung, Taiwan, 2021 [C]. Springer Science and Business Media Deutschland GmbH, 2021: 292-304.
[7]Zijia LIU, Ran TAO, Youqun SHI, Qinglan LUO. A Sentiment Classification Model Based on Deep Learning; proceedings of the 15th International Conference on Knowledge Management in Organizations, KMO 2021, July 20, 2021 - July 22, 2021, Kaohsiung, Taiwan, 2021 [C]. Springer Science and Business Media Deutschland GmbH, 2021: 393-403.
[8]Abdur RASOOL, Ran TAO, Kaleem KASHIF, Waqas KHAN, Promise AGBEDANU, Neeta CHOUDHRY. Statistic Solution for Machine Learning to Analyze Heart Disease Data; proceedings of the 12th International Conference on Machine Learning and Computing, ICMLC 2020, February 15, 2020 - February 17, 2020, Shenzhen, China, 2020 [C]. Association for Computing Machinery, 2020: 134-139.
[9]Abdur RASOOL, Ran TAO, Marjan KAMYAB, Shoaib HAYAT. GAWA-A feature selection method for hybrid sentiment classification [J]. IEEE Access, 2020, 8(191850-191861.
[10]Mohammad Ali HASSANI, Ran TAO, Marjan KAMYAB, Mohammad Hadi MOHAMMADI. An Approach of Predicting Heart Disease Using a Hybrid Neural Network and Decision Tree; proceedings of the 5th International Conference on Big Data and Computing, ICBDC 2020, May 28, 2020 - May 30, 2020, Virtual, Online, China, 2020 [C]. Association for Computing Machinery, 2020: 84-89.
[11]Ran TAO, Jie ZHANG, Ze-Ping LV, You-Qun SHI, Xiang-Yang FENG. A FCM, grey model, and BP neural network hybrid fashion color forecasting method; proceedings of the 14th International Conference on Knowledge Management in Organizations, KMO 2019, July 15, 2019 - July 18, 2019, Zamora, Spain, 2019 [C]. Springer Verlag, 2019: 97-109.
[12]Abdur RASOOL, Ran TAO, Kamyab MARJAN, Tayyab NAVEED. Twitter Sentiment Analysis: A Case Study for Apparel Brands; proceedings of the 2018 International Seminar on Computer Science and Engineering Technology, SCSET 2018, December 17, 2018 - December 18, 2018, Shanghai, China, 2019 [C]. IOP Publishing Ltd, 2019: China University of Petroleum; Yanshan University.
[13]Ran TAO, Fan YAN, Guohua LIU. A quintuple for describing complex information systems; proceedings of the 13th International Conference on Knowledge Management in Organizations, KMO 2018, August 6, 2018 - August 10, 2018, Zilina, Slovakia, 2018 [C]. Springer Verlag, 2018: 411-422.
[14]Ran TAO, Yuanguo LUO, Guohua LIU. Sentiment analysis based on the domain dictionary: A case of analysing online apparel reviews [J]. International Journal of Web Engineering and Technology, 2018, 13(4): 380-407.
[15]Marjan KAMYAB, Ran TAO, Mohammad Hadi MOHAMMADI, Abdul RASOOL. Sentiment analysis on Twitter: A text mining approach to the Afghanistan status reviews; proceedings of the 2018 International Conference on Artificial Intelligence and Virtual Reality, AIVR 2018, November 23, 2018 - November 25, 2018, Nagoya, Japan, 2018 [C]. Association for Computing Machinery, 2018: 14-19.
[16]Ran TAO, Yuanguo LUO, Guohua LIU, Youqun SHI, Xin TIAN. A GRADE requirements engineering management model based on the co-creation of value; proceedings of the 6th International Workshop on Learning Technology for Education Challenges, LTEC 2017, August 21, 2017 - August 24, 2017, Beijing, China, 2017 [C]. Springer Verlag, 2017: 59-71.
[17]Ran TAO, Guohua LIU, Youqun SHI. One cloud computing node in one IP; proceedings of the 11th International Knowledge Management in Organizations Conference on the Changing Face of Knowledge Management Impacting Society, KMO 2016, July 25, 2016 - July 28, 2016, Hagen, Germany, 2016 [C]. Association for Computing Machinery, 2016.
[18]Wu HE, Jiancheng SHEN, Xin TIAN, Yaohang LI, Vasudeva AKULA, Gongjun YAN, Ran TAO. Gaining competitive intelligence from social media data Evidence from two largest retail chains in the world [J]. Industrial Management and Data Systems, 2015, 115(9): 1622-1636.
[19]Ran TAO, Wu LIANG, Guohua LIU, Zou ZHIHONG. The kernel of lab intelligent management system in university; proceedings of the 2nd International Conference on Enterprise Systems, ES 2014, August 2, 2014 - August 3, 2014, Shanghai, China, 2014 [C]. Institute of Electrical and Electronics Engineers Inc., 2014: 336-339.
[20]Liang WU, Zhihong ZOU, Ran TAO, Wenhua WU. Intelligent management system used for open lab; proceedings of the 2012 7th International Conference on Computer Science and Education, ICCSE 2012, July 14, 2012 - July 17, 2012, Melbourne, VIC, Australia, 2012 [C]. IEEE Computer Society, 2012: 1160-1163.
近幾年的中文論文📠：
[1]葉敏,陶然.一種加工類產品設計資料存儲及展示方法[J].電腦知識與技術,2023,19(01):137-139.DOI:10.14004/j.cnki.ckt.2023.0045.
[2]張璐,陶然,彭誌飛,丁金洋.基於改進AlexNet的雙模態握筆手勢識別[J].智能計算機與應用,2021,11(06):51-55+62.
[3]王璽瑞,陶然.基於區塊鏈的服裝產業協同製造溯源研究[J].智能計算機與應用,2020,10(03):150-154+159.
[4]賀宇,史有群,陶然,羅辛.基於服裝圖像視覺特征的冷啟動問題緩解[J].南京師範大學學報(工程技術版),2019,19(03):15-20.
[5]趙曉丹,陶然.四種移動應用開發模式比較與分析[J].智能計算機與應用,2018,8(01):72-75.
[6]李宏媛,陶然.服裝電商評論情感分析研究[J].智能計算機與應用,2017,7(01):27-30+34.
[7]王偉,陶然.基於虛擬化技術的Hadoop集群搭建與應用[J].軟件導刊,2016,15(04):50-54.
[8]劉學政,史有群,羅辛,陶然.一個基於壓縮後綴數組的樂紋索引算法[J].計算機科學,2015,42(S1):462-464+488.
[9]謝陽,史有群,陶然,潘喬.基於虛擬化技術的教學雲平臺構建與管理[J].計算機與現代化,2013(08):218-221.
[10]吳良,鄒誌宏,吳文華,陶然.智能實驗室管理系統的開發與實踐[J].實驗室研究與探索,2012,31(05):169-172.
榮譽及獲獎
● 紡織行業信息化成果一等獎🚾，2018年
● 上海市教學成果一等獎“高校實驗室管理模式改革與實踐——構建智能化實驗室管理平臺”，2013年
● 上海市教委黨委系統先進基層黨組織，支部書記，2011年
● 校教學成果一等獎“按領域知識結構和技術體系構建專業方向實驗教學系統”，2008年
國際交流與合作：
●2014年秋至美國歐道明大學（Old Dominion University，ODU）信息技術系訪學一年，研究科研團隊建設🚨，數據挖掘和智慧學習
● 多次參加國際學術會議，多年度
● 與美國歐道明大學信息技術系和美國普渡大學數學與計算機系教授合作推薦和聯合培養碩士和博士研究生
聯系方式：
● 電話👋🏿：021-67792285
● 郵箱🕡：taoran@dhu.edu.cn
● 辦公室👩🏽💻：松江區人民北路2999號1號沐鸣樓241室