Discovering technology opportunities based on the linkage between technology and business areas: matching patents and trademarks

References

• Choi, Seongyong, and Sunghae Jun. 2014. “Vacant Technology Forecasting Using New Bayesian Patent Clustering.” Technology Analysis & Strategic Management 26 (3), doi:10.1080/09537325.2013.850477 .
   Web of Science ®Google Scholar
• Ding, Ying, Gobinda G Chowdhury, and Schubert Foo. 2000. “Journal as Markers of Intellectual Space: Journal Co-citation Analysis of Information Retrieval Area, 1987–1997.” Scientometrics 47 (1): 55–73.
   Web of Science ®Google Scholar
• Han, Xiaotong, Donghua Zhu, Xuefeng Wang, Jia Li, and Yali Qiao. 2019. “Technology Opportunity Analysis: Combining SAO Networks and Link Prediction.” IEEE Trans. Eng. Manage: 1–11. doi:10.1109/TEM.2019.2939175 .
   Web of Science ®Google Scholar
• Huang, Ying, Donghua Zhu, Yue Qian, Yi Zhang, Alan L. Porter, Yuqin Liu, and Ying Guo. 2017. “A Hybrid Method to Trace Technology Evolution Pathways: A Case Study of 3D Printing.” Scientometrics 111 (1): 185–204. doi:10.1007/s11192-017-2271-8 .
   Web of Science ®Google Scholar
• Jeong, Yujin, Inchae Park, and Byungun Yoon. 2019. “Identifying Emerging Research and Business Development (R&BD) Areas Based on Topic Modeling and Visualization with Intellectual Property Right Data.” Technological Forecasting and Social Change 146: 655–672. doi:10.1016/j.techfore.2018.05.010 .
   Web of Science ®Google Scholar
• Jin, Gyungmi, Yujin Jeong, and Byungun Yoon. 2015. “Technology-Driven Roadmaps for Identifying New Product/Market Opportunities: Use of Text Mining and Quality Function Deployment.” Advanced Engineering Informatics 29 (1): 126–138. doi:10.1016/j.aei.2014.11.001 .
   Web of Science ®Google Scholar
• Kim, Byunghoon, Gianluca Gazzola, Jae-Min Lee, Dohyun Kim, Kanghoe Kim, and Myong K Jeong. 2014. “Inter-Cluster Connectivity Analysis for Technology Opportunity Discovery.” Scientometrics 98 (3): 1811–1825. doi:10.1007/s11192-013-1097-2 .
   Web of Science ®Google Scholar
• Kim, Byunghoon, Gianluca Gazzola, Jaekyung Yang, Jae-Min Lee, Byoung-youl Coh, Myong K. Jeong, and Young-Seon Jeong. 2017. “Two-Phase Edge Outlier Detection Method for Technology Opportunity Discovery.” Scientometrics 113 (1): 1–16. doi:10.1007/s11192-017-2472-1 .
   Web of Science ®Google Scholar
• Ko, Namuk, Byeongki Jeong, Janghyeok Yoon, and Changho Son. 2020. “Patent-Trademark Linking Framework for Business Competition Analysis.” Computers in Industry 122: 103242. doi:10.1016/j.compind.2020.103242 .
   Web of Science ®Google Scholar
• Lee, Changyong, Daeseong Jeon, Joon Mo Ahn, and Ohjin Kwon. 2020. “Navigating a Product Landscape for Technology Opportunity Analysis: A word2vec Approach Using an Integrated Patent-Product Database.” Technovation 102140, doi:10.1016/j.technovation.2020.102140 .
   Google Scholar
• Lee, Changyong, Bokyoung Kang, and Juneseuk Shin. 2015. “Novelty-Focused Patent Mapping for Technology Opportunity Analysis.” Technological Forecasting and Social Change 90 (B): 355–365. doi:10.1016/j.techfore.2014.05.010 .
   Google Scholar
• Lee, Yongho, So Young Kim, Inseok Song, Yongtae Park, and Juneseuk Shin. 2014. “Technology Opportunity Identification Customized to the Technological Capability of SMEs Through two-Stage Patent Analysis.” Scientometrics 100 (1): 227–244. doi:10.1007/s11192-013-1216-0 .
   Web of Science ®Google Scholar
• Lee, Mingook, and Sungjoo Lee. 2017. “Identifying New Business Opportunities from Competitor Intelligence: An Integrated Use of Patent and Trademark Databases.” Technological Forecasting and Social Change 119: 170–183. doi:10.1016/j.techfore.2017.03.026 .
   Web of Science ®Google Scholar
• Lee, Sungjoo, Byungun Yoon, and Yongtae Park. 2009. “An Approach to Discovering New Technology Opportunities: Keyword-Based Patent Map Approach.” Technovation 29 (6–7): 481–497. doi:10.1016/j.technovation.2008.10.006 .
   Web of Science ®Google Scholar
• Li, Xin, Qianqian Xie, Tugrul Daim, and Lucheng Huang. 2019. “Forecasting Technology Trends Using Text Mining of the Gaps Between Science and Technology: The Case of Perovskite Solar Cell Technology.” Technological Forecasting and Social Change 146: 432–449. doi:10.1016/j.techfore.2019.01.012 .
   Web of Science ®Google Scholar
• Lybbert, Travis J., and Nikolas J Zolas. 2014. “Getting Patents and Economic Data to Speak to Each Other: An ‘Algorithmic Links with Probabilities’ Approach for Joint Analyses of Patenting and Economic Activity.” Research Policy 43 (3): 530–542. doi:10.1016/j.respol.2013.09.001 .
   Web of Science ®Google Scholar
• Mendonça, Sandro, Tiago Santos Pereira, and Manuel Mira Godinho. 2004. “Trademarks as an Indicator of Innovation and Industrial Change.” Research Policy 33 (9): 1385–1404. doi:10.1016/j.respol.2004.09.005 .
   Web of Science ®Google Scholar
• Porter, Alan L., and Michael J. Detampel. 1995. “Technology Opportunities Analysis.” Technological Forecasting & Social Change 49 (3): 237–255.
   Web of Science ®Google Scholar
• Robinson, Douglas K.R., Lu Huang, Ying Guo, and Alan L Porter. 2013. “Forecasting Innovation Pathways (FIP) for New and Emerging Science and Technologies.” Technological Forecasting and Social Change 80 (2): 267–285. doi:10.1016/j.techfore.2011.06.004 .
   Web of Science ®Google Scholar
• Rodriguez, Andrew, Ali Tosyali, Byunghoon Kim, Jeongsub Choi, Jae-Min Lee, Byoung-youl Coh, and Myong K Jeong. 2016. “Patent Clustering and Outlier Ranking Methodologies for Attributed Patent Citation Networks for Technology Opportunity Discovery.” IEEE Transactions on Engineering Management 63 (4): 426–437. doi:10.1109/TEM.2016.2580619 .
   Web of Science ®Google Scholar
• Seo, Wonchul, Janghyeok Yoon, Hyunseok Park, Byoung-youl Coh, Jae-Min Lee, and Oh-Jin Kwon. 2016. “Product Opportunity Identification Based on Internal Capabilities Using Text Mining and Association Rule Mining.” Technological Forecasting and Social Change 105: 94–104. doi:10.1016/j.techfore.2016.01.011 .
   Web of Science ®Google Scholar
• Shibata, Naoki, Yuya Kajikawa, and Ichiro Sakata. 2010. “Extracting the Commercialization gap Between Science and Technology — Case Study of a Solar Cell.” Technological Forecasting and Social Change 77 (7): 1147–1155. doi:10.1016/j.techfore.2010.03.008 .
   Web of Science ®Google Scholar
• Shibata, Naoki, Yuya Kajikawa, and Ichiro Sakata. 2011. “Detecting Potential Technological Fronts by Comparing Scientific Papers and Patents.” Foresight 13 (5): 51–60. doi:10.1108/14636681111170211 .
   Google Scholar
• Shin, Juneseuk, and Hakyeon Lee. 2013. “Low-risk Opportunity Recognition from Mature Technologies for SMEs.” Journal of Engineering and Technology Management 30 (4): 402–418. doi:10.1016/j.jengtecman.2013.09.002 .
   Web of Science ®Google Scholar
• Takano, Yasutomo, and Yuya Kajikawa. 2019. “Extracting Commercialization Opportunities of the Internet of Things: Measuring Text Similarity Between Papers and Patents.” Technological Forecasting and Social Change 138: 45–68. doi:10.1016/j.techfore.2018.08.008 .
   Web of Science ®Google Scholar
• Wang, Ming-Yeu, Shih-Chieh Fang, and Yu-Hsuan Chang. 2015. “Exploring Technological Opportunities by Mining the Gaps Between Science and Technology: Microalgal Biofuels.” Technological Forecasting and Social Change 92: 182–195. doi:10.1016/j.techfore.2014.07.008 .
   Web of Science ®Google Scholar
• Wang, Xuefeng, Pingping Ma, Ying Huang, Junfang Guo, Donghua Zhu, Alan L. Porter, and Zhinan Wang. 2017. “Combining SAO Semantic Analysis and Morphology Analysis to Identify Technology Opportunities.” Scientometrics 111 (1): 3–24. doi:10.1007/s11192-017-2260-y .
   Web of Science ®Google Scholar
• Yoon, Janghyeok, and Kwangsoo Kim. 2012. “Detecting Signals of new Technological Opportunities Using Semantic Patent Analysis and Outlier Detection.” Scientometrics 90 (2): 445–461. doi:10.1007/s11192-011-0543-2 .
   Web of Science ®Google Scholar
• Yoon, Byungun, and Yongtae Park. 2005. “A Systematic Approach for Identifying Technology Opportunities: Keyword-Based Morphology Analysis.” Technological Forecasting and Social Change 72 (2): 145–160. doi:10.1016/j.techfore.2004.08.011 .
   Web of Science ®Google Scholar
• Yoon, Byungun, and Yongtae Park. 2007. “Development of New Technology Forecasting Algorithm: Hybrid Approach for Morphology Analysis and Conjoint Analysis of Patent Information.” IEEE Trans. Eng. Manage 54 (3): 588–599. doi:10.1109/TEM.2007.900796 .
   Web of Science ®Google Scholar
• Yoon, Byungun, Inchae Park, and Byoung-youl Coh. 2014. “Exploring Technological Opportunities by Linking Technology and Products: Application of Morphology Analysis and Text Mining.” Technological Forecasting and Social Change 86: 287–303. doi:10.1016/j.techfore.2013.10.013 .
   Web of Science ®Google Scholar
• Yoon, Janghyeok, Hyunseok Park, and Kwangsoo Kim. 2013. “Identifying Technological Competition Trends for R&D Planning Using Dynamic Patent Maps: SAO-Based Content Analysis.” Scientometrics 94 (1): 313–331. doi:10.1007/s11192-012-0830-6 .
   Web of Science ®Google Scholar
• Yoon, Janghyeok, Hyunseok Park, Wonchul Seo, Jae-Min Lee, Byoung-youl Coh, and Jonghwa Kim. 2015. “Technology Opportunity Discovery (TOD) from Existing Technologies and Products: A Function-Based TOD Framework.” Technological Forecasting and Social Change 100: 153–167. doi:10.1016/j.techfore.2015.04.012 .
   Web of Science ®Google Scholar
• Yoon, Janghyeok, Wonchul Seo, Byoung-youl Coh, Inseok Song, and Jae-Min Lee. 2017. “Identifying Product Opportunities Using Collaborative Filtering-Based Patent Analysis.” Computers & Industrial Engineering 107: 376–387. doi:10.1016/j.cie.2016.04.009 .
   Web of Science ®Google Scholar