Y. Jo and A. Oh, “Aspect and sentiment unification model foronline review analysis”, Proceedings of the ACM Conference onWeb Search and Data Mining, Hong Kong, pp. 815-824, 2011.
Y. G. Shin, S. S. Park, D. S. Jang, “R&D indicators of a firmas predictors for predicting firm performance", INFORMATION-AnInternational Interdisciplinary Journal, Vo. 15, No. 2, pp. 577-596,2012.
Y. G. Kim, J. H. Suh, and S. C. Park, "Visualization of patentanalysis for emerging technology", Expert Systems withApplications, Vol. 34, pp. 1804-1812, 2008.
Y. Chen, and K. C. Chang, “The relationship between a firm’spatent quality and its market value: The case of US pharmaceuticalindustry”, Journal of Technological Forecasting & Social Change,Vol. 77, pp. 20-33, 2010.
V. W. Mitchell, “Using Delphi to forecast in new technologyindustries”, Marketing Intelligence & Planning, Vol. 10, No. 2, pp.4-9, 1992.
V. K. Eswarla, P. K. Dey, P. Budhwar, and R. Shankar,“Analysis of interactions among variables of renewable energyproject: A case study on renewable energy project in India”,Journal of Scientific & Industrial Research, Vol. 70, No. 8, pp.713-720, 2011.
The United States Patent and Trademark Office (USPTO),www.uspto.gov, 2013.
T. L. Griffiths and M. Steyvers, “Finding scientific topics”,Proceedings of the National Academy of Sciences, Vol. 101, No. 1,pp. 5228-5235, 2004.
T. Hofmann, “Probabilistic latent semantic analysis” InProceedings of the 15th Conference on Uncertainty in AI, 1999.
T. Calinski and J. Harabasz, “A dendrite method for clusteranalysis” Communications in Statistics, Vol. 3, No. 1, pp. 1-27,1974.
S. Wold, K. Esbensen, and P. Geladi, “Principal ComponentAnalysis”, Chemometrics and Intelligent Laboratory Systems, Vol.2, No. 1-3, pp. 37-52, 1987.
S. S. Park, W. G. Jung, Y. G. Shin, D. S. Jang “A patentexamining expert system using pattern recognition”, ExpertSystems with Applications, Vol. 38, No. 4, pp. 4302?4311, 2011.
S. Jun. "A technology forecasting method using text miningand visual apriori algorithm", Applied Mathematics & InformationSciences, Vol. 8, pp. 35-40, 2012.
S. Jun, and S. S. Park, “Examining technological innovation ofApple using patent analysis”, Industrial Management & DataSystems, Vol. 113, pp. 890-907, 2013.
S. Jun, S. S. Park, D. S. Jang, “Technology forecasting usingmatrix map and patent clustering”, Industrial Management & DataSystems, Vol. 112, pp. 786-807, 2012.
S. Jun, S. S. Park, D. S. Jang, "Document clustering methodusing dimension reduction and support vector clustering toovercome sparseness", Expert Systems with Applications, Vol. 41,pp. 3204-3212, 2014.
S. Jun, S. Park, and D. Jang, “Patent management fortechnology forecasting: A case study of the bio-industry”, Journalof Intellectual Property Rights, Vol. 17, No. 6, pp. 539-546, 2012.
S. J. Lee, B. G. Yoon, Y. T. Park, “An approach to discoveringnew technology opportunities: Keyword-based patent mapapproach”, Technovation, Vol. 29, No. 6-7, pp. 481?497, 2009.
S. Choi and S. Jun, “Vacant technology forecasting using newBayesian patent clustering”, Technology Analysis & StrategicManagement, Vol. 26, pp. 241-251, 2013.
R. Silberglitt, P. S. Anton, D. R. Howell, and A. Wong, “TheGlobal Technology Revolution 2020, In-Depth Analyses”, SantaMonica, CA, RAND Corporation, 2006.
Q. Mei, X. Ling, M. Wondra, H. Su, C. Zhai, “Topic sentimentmixture: Modeling facets and opinions in weblogs”, Proceedings ofthe 16th International Conference on World Wide Web, pp. 171-180,2007.
P. J. Rousseeuw, “Silhouettes: A graphical aid to theinterpretation and validation of cluster analysis’, Journal ofComputational and Applied Mathematics, Vol. 20, pp. 53-65, 1987.
P. Henning, D. Stern, R. Herbrich, and T. Graepel “Kerneltopic models” In AISTATS, 2012.
N. Dalkey, O. Helmer, “An experimental application of theDelphi method to the use of experts”, Management Science, Vol. 9,pp. 458-467, 1963.
M. Rosen-Zvi, T. Griffiths, M. Steyvers, and P. Smith, “Theauthor-topic model for authors and documents”, Proceedings of the20th Conference on Uncertainty in Artificial Intelligence, pp.487-494, 2004.
L. Chen, N. Tokuda, and H. Adachi, “A patent documentretrieval system addressing both semantic and syntacticproperties”, The proceedings of the 2003 association forcomputational linguistics, Vol. 20, pp. 1-6, 2003.
K. Wagstaff, C. Cardie, S. Rogers, and S. Schroedl,“Constrained k-means clustering with background knowledge”Proceedings of the 18th International Conference on MachineLearning, pp. 577-584, 2001.
J. P. Martino, “Technological forecasting-an overview”,Management Science, Vol. 26, No. 1, pp. 28-33. 1980.
H. Ernst, “Patent information for strategic technologymanagement”, World Patent Information, Vol. 25, pp. 233-242,2003.
G. Salton and C. Buckley, “Term-weighting approaches inautomatic text retrieval” Information Processing & Management,Vol. 24, No. 5, pp. 513-523, 1988.
G. H. Golub and C. Reinsch, “Singular Value Decomposition”,Numerische Mathematik, Vol. 14, No. 5, pp. 403-420, 1970.
D. M. Blei, “Probabilistic topic models”, Communications ofthe ACM, Vol. 55, No. 4, pp. 77-84, 2012.
D. M. Blei, A. Y. Ng, and M. I. Jordan, “Latent Dirichletallocation”, Journal of Machine Learning Research, Vol. 3, pp.993-1022, 2003.
D. L. Davies and D. W. Bouldin, “A cluster separationmeasure” IEEE Transactions on Pattern Analysis and MachineIntelligence, Vol. 1, No. 2, pp. 224-227, 1979.
C. Son, Y. Suh, J. Jeon, and Y. Park, “Development of aGTM-based patent map for identifying patent vacuums” ExpertSystems with Applications, Vol. 39, No. 3, pp. 2489-2500, 2012.
B. Yoon and Y. Park, “A text-mining-based patent network:Analytical tool for high-technology trend”, The Journal of HighTechnology Management Research, Vol. 15, No. 1, pp. 37-50,2004.
B. U. Yoon, C. B. Yoon, and Y. T. Park, "On the develomentand application of a self-organizing feature map-based patentmap", Vol. 32, No. 4, pp. 291-300, 2002.
B. Sathyabama, P. C. G. Devi, S. Raju, and V. Abhaikumar,“Quaternion wavelets based rotation, scale and translation invarianttexture classification and retrieval”, Journal of Scientific &Industrial Research, Vol. 70, No. 4, pp. 256-363, 2011.
B. H. Hall, A. B. Jaffe, and M. Trajtenberg, “Market value andpatent citations”, The RAND Journal of Economics, Vol. 36, pp.16-38, 2005.
B. Grun and K. Hornik, “Topicmodels: An R package forfitting topic models” Journal of Statistical Software, Vol. 40, No.13, pp. 1-30, 2011.
A. Mohammadi, C. Franzoni, “Inventor’s knowledge set as theantecedent of patent importance”, Industry and Innovation, Vol. 21,No. 1, pp. 65-87, 2014.
A. Abbas, L. Zhang, and S. U. Khan, “A literature review onthe state-of-the-art in patent analysis”, World Patent Information,Vol. 1, pp. 1-11, 2014.
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주제기반 특허분석을 통한 기술예측시스템 개발에 관한 연구 = A study on development of a technology forecasting system using topic-based patent analysis'
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