creators_name: Situngkir, Hokky creators_id: hs@compsoc.bandungfe.net type: techreport datestamp: 2013-11-18 21:08:04 lastmod: 2013-11-18 21:08:04 metadata_visibility: show title: Indonesian Innovations on Information Technology 2013: Between Syntactic and Semantic Textual Network ispublished: pub subjects: comp-sci-complex-theory subjects: comp-sci-stat-model subjects: ling-comput subjects: ling-sem subjects: soc-psy full_text_status: public keywords: innovation, semantic map, corpus, complex network, computational linguistics. abstract: Network and graph model is a good alternative to analyze huge collective textual data for the ability to reduce the dimensionality of the data. Texts can be seen as syntactic and semantic network among words and phrases seen as concepts. The model is implemented to observe the proposals of Indonesian innovators for implementation of information technology. From the analysis some interesting insights are outlined. date: 2013-09-15 date_type: published institution: Bandung Fe Institute department: Computational Sociology refereed: TRUE referencetext: Barthelemy, M., Chow, E., & Eliassi-Rad, T. (2005). "Knowledge Representation Issues in Semantic Graphs for Relationship Detection". Proceeding of AAAI Spring Symposium: AI Technologies for Homeland Security 2005: 91-98. Burkus, D. (2013). The Myths of Creativity: The Truth About How Innovative Companies and People Generate Great Ideas. Jossey-Bass. Burk R., Chappell, A., Gregory, M., Joslyn, C., & McGrath, L. (2012). "Pattern Discovery Using Semantic Network Analysis." Proceeding of Third International Workshop on Cognitive Information Processing (CIP), May 28-30, 2012, Baiona, Spain. IEEE. Chen, C. & Morris, S. (2003). "Visualizing evolving networks: minimum spanning trees versus pathfinder networks". Proceedings of the Ninth annual IEEE conference on Information visualization INFOVIS'03: 67-74. Corrêa, R. F. & Ludermir, T. B. (2007). "Dimensionality Reduction of very large document collections by Semantic Mapping". Proceedings of 6th Int. Workshop on Self-Organizing Maps (WSOM) 08/2007; 6(1). Griffths, T. L. & Steyvers, M. (2002). "A probabilistic approach to semantic representation". Proceedings of the 24th Annual Conference of the Cognitive Science Society. Huang, C., Tian, Y. Zhou, Z., Ling, C. X., & Huang, T. (2006). "Keyphrase Extraction Using Semantic Networks Structure Analysis". Proceeding of Sixth International Conference on Data Mining ICDM 2006: 275-84. Khanafiah, D. & Situngkir, H. (2006). Innovation as Evolution. Paper presented in the 5th Computation and Intelligence in Economics and Finance Conference, Kaoh-Siung, Taiwan 2006. Kim, D-H. & Jeong, H. (2003). “Scale-Free Spanning Trees of Complex Networks”. Journal of the Korean Physical Society 44 (3): 624-7. Liu, H. T. (2009). "Statistical properties of Chinese semantic networks". Chinese Science Bulletin 54: 2781―5. O'Connor, K. (2003). The Map of Innovation: Creating Something Out of Nothing. Crown Business. Situngkir, H. (2004). “On Selfish Memes: Culture as Complex Adaptive System”. Journal of Social Complexity 2(1). Situngkir, H. (2007). "Konsep Sentralitas dalam Jaringan Teks: Studi Editorial Media atas Politik Luar Negeri Indonesia terkait Isu Terorisme dan Kiprah Internasional Amerika Serikat. BFI Working Paper Series WPV2007. Bandung Fe Institute. Situngkir, H. (2007). "Model Jaringan dalam Analisis Media". BFI Working Paper Series WPQ2007. Bandung Fe Institute. Situngkir, H. (2009). “Evolutionary Economics Celebrates Innovation and Creativity-Based Economy”. The Icfai University Journal of Knowledge Management 7(2):7-17. Steyversa, M. & Tenenbaum, J. B. (2005). "The Large-Scale Structure of Semantic Networks: Statistical Analyses and a Model of Semantic Growth". Cognitive Science 29: 41–78. citation: Situngkir, Hokky (2013) Indonesian Innovations on Information Technology 2013: Between Syntactic and Semantic Textual Network. [Departmental Technical Report] document_url: http://cogprints.org/9094/1/2013-2%20indigo.pdf