Detecting trends in academic research from a citation network using network representation learning
暂无分享,去创建一个
Ichiro Sakata | Junichiro Mori | Masanao Ochi | Kimitaka Asatani | I. Sakata | Junichiro Mori | Masanao Ochi | K. Asatani
[1] Niloy Ganguly,et al. Towards a stratified learning approach to predict future citation counts , 2014, IEEE/ACM Joint Conference on Digital Libraries.
[2] Jian Pei,et al. Asymmetric Transitivity Preserving Graph Embedding , 2016, KDD.
[3] Zhiyong Lu,et al. Click-words: learning to predict document keywords from a user perspective , 2010, Bioinform..
[4] Steven Skiena,et al. DeepWalk: online learning of social representations , 2014, KDD.
[5] K. Fujita,et al. Detecting research fronts using different types of weighted citation networks , 2012, 2012 Proceedings of PICMET '12: Technology Management for Emerging Technologies.
[6] David Pinto,et al. Computer science research: the top 100 institutions in India and in the world , 2015, Scientometrics.
[7] Tsutomu Miyasaka,et al. Organometal halide perovskites as visible-light sensitizers for photovoltaic cells. , 2009, Journal of the American Chemical Society.
[8] Jure Leskovec,et al. Representation Learning on Graphs: Methods and Applications , 2017, IEEE Data Eng. Bull..
[9] Naoki Shibata,et al. Comparative study on methods of detecting research fronts using different types of citation , 2009, J. Assoc. Inf. Sci. Technol..
[10] Dalibor Fiala,et al. Network-based statistical comparison of citation topology of bibliographic databases , 2014, Scientific Reports.
[11] J. Geelen. ON HOW TO DRAW A GRAPH , 2012 .
[12] Mingzhe Wang,et al. LINE: Large-scale Information Network Embedding , 2015, WWW.
[13] Jie Tang,et al. Citation count prediction: learning to estimate future citations for literature , 2011, CIKM '11.
[14] E. Garfield. The history and meaning of the journal impact factor. , 2006, JAMA.
[15] Tim S. Evans,et al. What is the dimension of citation space? , 2014, ArXiv.
[16] Lawrence K. Saul,et al. Modeling distances in large-scale networks by matrix factorization , 2004, IMC '04.
[17] Rajagopalan Srinivasan,et al. Sustainability trends in the process industries: A text mining-based analysis , 2014, Comput. Ind..
[18] Ichiro Sakata,et al. Detecting emerging research fronts in regenerative medicine by the citation network analysis of scientific publications , 2011 .
[19] Ben R. Martin,et al. The origins of the concept of ‘foresight’ in science and technology: An insider's perspective , 2010 .
[20] Rcgm Roel Loonen,et al. Science foresight using life-cycle analysis, text mining and clustering: A case study on natural ventilation , 2017, Technological Forecasting and Social Change.
[21] Jure Leskovec. Beyond nodes and edges: multiresolution algorithms for network data , 2016, NDA@SIGMOD.
[22] Albert,et al. Emergence of scaling in random networks , 1999, Science.
[23] Y. Kajikawa,et al. Sustainability science: the changing landscape of sustainability research , 2014, Sustainability Science.
[24] Chulhyun Kim,et al. A systematic approach to new mobile service creation , 2008, Expert Syst. Appl..
[25] Qiongkai Xu,et al. GraRep: Learning Graph Representations with Global Structural Information , 2015, CIKM.
[26] Qiaozhu Mei,et al. PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks , 2015, KDD.
[27] Albert-László Barabási,et al. Quantifying Long-Term Scientific Impact , 2013, Science.
[28] Naoki Shibata,et al. Topological analysis of citation networks to discover the future core articles , 2007, J. Assoc. Inf. Sci. Technol..
[29] Ichiro Sakata,et al. Detecting emerging research fronts in regenerative medicine by citation network analysis of scientific publications , 2009, PICMET '09 - 2009 Portland International Conference on Management of Engineering & Technology.
[30] Brendan T. O'Connor,et al. Predicting a Scientific Community’s Response to an Article , 2011, EMNLP.
[31] Jonathan Adams,et al. Early citation counts correlate with accumulated impact , 2005, Scientometrics.
[32] Zheng Xie,et al. A geometric graph model for citation networks of exponentially growing scientific papers , 2016 .
[33] I. Miles. The development of technology foresight: A review , 2010 .
[34] Ali Cakmak,et al. High Impact Academic Paper Prediction Using Temporal and Topological Features , 2014, CIKM.