陳虹樞
陳虹樞,偉德國際1946bv官網(wǎng)管理科學(xué)與物流系助理教授、特別副研究員,博士生導(dǎo)師。2015年于偉德國際1946bv官網(wǎng)獲得管理學(xué)博士學(xué)位,2016年于悉尼科技大學(xué)獲得軟件工程博士學(xué)位,曾任悉尼科技大學(xué)工程與信息學(xué)院科研助理及助教。主要研究方向為知識管理與創(chuàng)新管理、科技評價與創(chuàng)新政策、科技文本挖掘與知識發(fā)現(xiàn),重點關(guān)注信息多源、主體異質(zhì)的科學(xué)研究及技術(shù)創(chuàng)新活動在關(guān)系挖掘、機制分析及機會識別過程中遇到的挑戰(zhàn)。
圍繞融合機器學(xué)習(xí)的科學(xué)計量、基于復(fù)雜網(wǎng)絡(luò)的科技數(shù)據(jù)建模與分析、大規(guī)模科技文本處理等研究主題,已在IEEE Transactions on Engineering Management, Technological Forecasting and Social Change, IEEE Transactions on Cybernetics, Journal of Informetrics, Scientometrics等國際期刊,以及ASIS&T Annual Meeting, PICMET等領(lǐng)域內(nèi)知名國際會議中發(fā)表學(xué)術(shù)論文30余篇,擔(dān)任包括Research Policy, Technological Forecasting and Social Change, IEEE Transactions on Engineering Management, Journal of Informetrics, Scientometrics, Technology in Society, Knowledge-Based Systems在內(nèi)的多個SCI/SSCI國際期刊的論文評閱人,主持及參與多項國家自然科學(xué)基金項目。
招生學(xué)科:管理科學(xué)與工程。所指導(dǎo)畢業(yè)生曾獲偉德國際1946bv官網(wǎng)優(yōu)秀碩士學(xué)位論文、校級優(yōu)秀畢業(yè)生等榮譽稱號,歡迎對知識管理與創(chuàng)新管理研究方向感興趣的同學(xué)申請推免或報考攻讀研究生。
部分論文:
[1] Zhang, W., Wang, X.*, Chen, H., Liu, J. 2024. The impact of early debut on scientists: Evidence from the Young Scientists Fund of the NSFC. Research Policy, 53(2), 104935. (SSCI, FT 50, FMS A, 7.2)
[2] Jin, Q., Chen, H.*, Zhang, Y., Wang, X., Zhu, D. 2023. Unraveling Scientific Evolutionary Paths: An Embedding-Based Topic Analysis. IEEE Transactions on Engineering Management, Early Access. (一作為所指導(dǎo)學(xué)生,SCI/SSCI, FMS A, 5.8)
[3] CHEN, H., SONG, X., JIN, Q. & WANG, X. 2022. Network Dynamics in University-industry Collaboration: A Collaboration-knowledge Dual-layer Network Perspective. Scientometrics, 127(11), 6637-6660. (SCI/SSCI, FMS B, 3.801)
[4] CHEN, H., JIN, Q., WANG, X. & XIONG, F. 2022. Profiling academic-industrial collaborations in bibliometric-enhanced topic networks: A case study on digitalization research. Technological Forecasting and Social Change, 175, 121402. (SSCI, FMS B, 10.884)
[5] JIN, Q., CHEN, H.*, WANG, X., MA, T. & XIONG, F. 2022. Exploring funding patterns with word embedding-enhanced organization–topic networks: a case study on big data. Scientometrics, 127(9), 5415-5440. (一作為所指導(dǎo)學(xué)生,SCI/SSCI, FMS B, 3.801)
[6] CHEN, H., WANG, X., PAN, S. & XIONG, F. 2021. Identify Topic Relations in Scientific Literature Using Topic Modeling. IEEE Transactions on Engineering Management, 68, 1232-1244. (SCI/SSCI, FMS A, 5.8)
[7] XIONG, F., SHEN, W., CHEN, H.*, PAN, S., WANG, X. & YAN, Z. 2020. Exploiting Implicit Influence from Information Propagation for Social Recommendation. IEEE Transactions on Cybernetics, 50, 4186-4199. (SCI, FMS B,19.118)
[8] Zhang, Y.,Lu, J., Liu, F., Liu, Q., Porter, A., Chen, H.*, Zhang, G. 2018. Does deep learning help topic extraction? A kernel k-means clustering method with word embedding, Journal of Informetrics, 12(4), 1099-1117. (SCI, FMS B, 4.373)
[9] Chen, H., Zhang, G., Zhu, D., Lu, J. 2017. Topic-based technological forecasting based on patent data: A case study of Australian patents from 2000 to 2014. Technological Forecasting and Social Change, 119, 39-52. (SSCI, FMS B, 10.884)
[10] Zhang, Y., Chen, H.*, Lu, J., Zhang, G. 2017. Detecting and predicting the topic change of Knowledge-based Systems: A topic-based bibliometric analysis from 1991 to 2016. Knowledge-Based Systems, 133, 255-268. (SCI, JCR Q1, 8.139)
[11] CHEN, H., ZHANG, Y., JIN, Q. & WANG, X. 2022. Exploring Patterns of Academic-Industrial Collaboration for Digital Transformation Research: A Bibliometric-Enhanced Topic Modeling Method. 2022 Portland International Conference on Management of Engineering and Technology (PICMET), 2022 August 7 - August 11, Portland, OR, United states. (EI)
[12] CHEN, H., SONG, X. 2021, Collaboration and knowledge networks: A framework on analyzing evolution of university-industry collaborative innovation. Proceedings of the 1st Workshop on AI + Informetrics,AII2021;2871,33-46 (EI)
[13] Chen, H., Song, Y., Wang, X., Wang, X., Wang, X., Yu, M. 2019. Research Topic Recommendation based on Latent Dirichlet Allocation. 2019 IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE), 14-16 Nov. 2019, 637-643 (EI)
[14] 劉景康,陳虹樞*,金茜茜,等.科研合作網(wǎng)絡(luò)演化機制研究:以光刻領(lǐng)域為例[J/OL].科學(xué)學(xué)研究,1-23. (一作為所指導(dǎo)學(xué)生,CSSCI)
[15] 金茜茜,陳虹樞*,汪雪鋒.融合社會資本與知識存量的合作創(chuàng)新網(wǎng)絡(luò)演化機制研究[J].圖書情報工作,2024,68(06):93-103. (一作為所指導(dǎo)學(xué)生,CSSCI)
[16]陳虹樞, 宋亞慧, 金茜茜, 汪雪鋒. 動態(tài)主題網(wǎng)絡(luò)視角下的突破性創(chuàng)新主題識別:以區(qū)塊鏈領(lǐng)域為例[J], 圖書情報工作, 2022, 66(10): 45-58. (CSSCI)
部分科研項目
1. 國家自然科學(xué)基金青年基金項目,多源異質(zhì)網(wǎng)絡(luò)視角下產(chǎn)學(xué)研合作產(chǎn)生機理及潛在機會發(fā)現(xiàn)研究,主持
2. 國家自然科學(xué)基金專項項目, 國家杰出青年科學(xué)基金資助成效及科技人才計劃總體情況跟蹤分析, 主持
3. 國家自然科學(xué)基金, “卡脖子”關(guān)鍵核心技術(shù)領(lǐng)域的創(chuàng)新能力與形勢研判分析,核心成員
獲獎情況
1. 2023年,偉德國際1946bv官網(wǎng)第八屆迪文優(yōu)秀教師獎(課堂教學(xué)類)一等獎
2. 2022年,偉德國際1946bv官網(wǎng)第十三屆青年教師基本功比賽全英文類三等獎
3. 2022年,偉德國際1946bv官網(wǎng)優(yōu)秀碩士學(xué)位論文指導(dǎo)教師
4. 2022年,第十二屆全國大學(xué)生電子商務(wù)“創(chuàng)新、創(chuàng)意及創(chuàng)業(yè)”挑戰(zhàn)賽北京賽區(qū)省級選拔賽二等獎(指導(dǎo)教師)
教學(xué)情況
本科:數(shù)據(jù)庫技術(shù)及應(yīng)用(全英文);科學(xué)計量與數(shù)據(jù)分析(全英文)
聯(lián)系方式
北京市海淀區(qū)中關(guān)村南大街5號偉德國際1946bv官網(wǎng),100081
電話:010-68918492