토픽 모델링을 활용한 중소기업 관련 국제 학술 연구 동향 분석

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참고문헌 (88)

1. 강은경, "MIS Quarterly 연구동향 탐색: 토픽모델링 및 키워드 네트워크 분석 활용", 지능정보연구, 28(2), pp.207~235 (2022), 한국지능정보시스템학회
2. 중소기업 육성 종합 계획(2023년~2025년), "관계부처 합동", 중소벤처기업부, ~ (2023)
3. 김남규, "텍스트 분석 기술 및 활용 동향", 한국통신학회논문지, 42(2), pp.471~492 (2017), 한국통신학회[DOI]
4. 김상길, "체계적 문헌고찰을 통한 중소기업 국제화 연구 이론분석", 융합정보논문지, 9(4), pp.88~99 (2019), 중소기업융합학회[DOI]
5. 김상희, "「중소기업연구」 40년 연구주제의 전체 조망", 중소기업연구, 42(4), pp.47~67 (2020), 한국중소기업학회[DOI]
6. 김미란, "기업가정신 교육 국내 연구동향 분석", Global Creative Leader: Education & Learning, 9(1), pp.1~20 (2019), 영재교육연구소[DOI]
7. 김영환, "기업가정신 전문 유명 국제학술지 논문 검토를 통한 기업가정신 연구 동향 분석", 중소기업연구, 35(3), pp.347~376 (2013), 한국중소기업학회
8. 김태경, "기업가 정신 교육과 창업 의도: 창업 실패에 대한 두려움, 창업 동아리를 중심으로", 벤처창업연구, 14(2), pp.95~104 (2019), 한국벤처창업학회[DOI]
9. 박건철, "토픽 모델링을 활용한 스마트시티 연구동향 분석", 인터넷정보학회논문지, 20(3), pp.119~128 (2019), 한국인터넷정보학회[DOI]
10. 손인배, "중소기업의 흡수역량이 제품경쟁력에 미치는 영향 및 중소기업 CEO 기업가정신의 조절효과에 관한 연구", 벤처창업연구, 12(4), pp.61~72 (2017), 한국벤처창업학회[DOI]
11. 유세환, "데이터 유사성 분석을 통한 Semantic R&D Knowledge Clustering 분석 방법론 개발: 기업가정신 연구분야 분석", 경영연구, 36(3), pp.167~180 (2021), 한국산업경영학회[DOI]
12. 이대영, "LDA 토픽 모델링의 적정 토픽 수 결정 방법 탐색: 혼잡도와 조화평균법 활용을 중심으로", 교육평가연구, 34(1), pp.1~30 (2021), 한국교육평가학회
13. 이승훈, "키워드 네트워크 분석을 활용한 기업가정신 분야 세계 연구 동향 분석", 한국창업학회지, 14(3), pp.72~93 (2019), 한국창업학회[DOI]
14. 이춘우, "벤처기업 핵심경영자원의 개념적 모델과 연구과제: 자원기초이론 및 벤처경영자원 선행문헌 리뷰를 중심으로", 전략경영연구, 7(1), pp.33~69 (2004), 한국전략경영학회
15. 장성희, "토픽모델링과 동시출현단어 분석을 이용한 기업가정신에 대한 연구동향 분석: 2002~2021", 벤처창업연구, 17(3), pp.245~256 (2022), 한국벤처창업학회[DOI]
16. 중소기업중앙회, "2022 해외 주요국중소기업 통계", 중소기업중앙회 조사 통계부, ~ (2023)
17. 중소기업청, "알기 쉽게 풀어 쓴 중소기업 범위해설, 2015년 개정판", ~ (2014)
18. "2020년 기준 중소기업 기본통계" (2022), 중소벤처기업부[URL]
19. 최동은, "텍스트마이닝을 활용한 디자인창업 관련 연구 동향 분석 - 1999년부터 2020년까지 국내 연구를 중심으로-", 한국디자인포럼, 27(1), pp.129~140 (2022), 한국디자인트렌드학회[DOI]
20. 최성철, "토픽모델링 연구동향 분석: 공학과 사회과학 분야 KCI 등재지를 중심으로", Journal of The Korean Data Analysis Society, 22(2), pp.815~826 (2020), 한국자료분석학회
21. 한성수, "텍스트마이닝을 이용한 창업 관련 연구 동향 분석", 벤처창업연구, 12(5), pp.1~12 (2017), 한국벤처창업학회[DOI]
22. Acs, Z. J., "Handbook of Entrepreneurship Research: An Interdisciplinary Survey and Introduction" (2003), Springer
23. Acs, Z. J., "Entrepreneurship, economic growth and public policy", Small Business Economics, 28(2-3), pp.109~122 (2007)
24. Ahlers, G. K. C., "Signaling in Equity Crowdfunding", Entrepreneurship Theory and Practice, 39(4), pp.955~980 (2015)
25. Ahmed, D., "Recent Advances in Technology Acceptance Models and Theories", pp.389~409 (2021), Springer
26. Ajzen, I., "The theory of planned behavior", Organizational Behavior and Human Decision Processes, 50(2), pp.179~211 (1991)
27. Albrecht, J., "Blueprints for Text Analytics Using Python: Machine Learning-Based Solutions for Common Real World (NLP) Applications" (2021), O'Reilly Media, Inc
28. Arora, S., "A practical algorithm for topic modeling with provable guarantees", Proceedings of the 30th International Conference on Machine Learning (2012)
29. Arroyabe, M. F., "Mapping the entrepreneurial university literature : A text mining approach", Studies in Higher Education, 47(5), pp.955~963 (2022)
30. Audretsch, D. B., "Emerging needs of social innovators and social innovation ecosystems", International Entrepreneurship and Management Journal, 18(1), pp.217~254 (2022)
31. Barthélemy, J., "Agency and institutional influences on franchising decisions", Journal of Business Venturing, 26(1), pp.93~103 (2011)
32. Becker-Blease, J. R., "New venture legitimacy : The conditions for angel investors", Small Business Economics, 45(4), pp.735~749 (2015)
33. Blei, D. M., "Probabilistic topic models", Communications of the ACM, 55(4), pp.77~84 (2012)
34. Blei, D. M., "Latent Dirichlet allocation", Journal of Machine Learning Research, 3, pp.993~1022 (2003)
35. Bosma, N., "Institutions, entrepreneurship, and economic growth in Europe", Small Business Economics, 51(2), pp.483~499 (2018)
36. Chang, J., "Reading tea leaves: How humans interpret topic models", Advances in Neural Information Processing Systems, 22(NIPS 2009) (2009)
37. Choi, N., "Social entrepreneurship as an essentially contested concept : Opening a new avenue for systematic future research", Journal of Business Venturing, 29(3), pp.363~376 (2014)
38. Chrisman, J. J., "Family involvement, family influence, and family-centered non-economic goals in small firms", Entrepreneurship Theory and Practice, 36(2), pp.267~293 (2012)
39. Cohen, D., "Identifying innovative opportunities in the entrepreneurship classroom : A new approach and empirical test", Small Business Economics, 57(4), pp.1931~1955 (2021)
40. Cumming, D., "Does equity crowdfunding democratize entrepreneurial finance", Small business economics, 56(2), pp.533~552 (2021)
41. Daunfeldt, S. -O., "Are high-growth firms one-hit wonders? Evidence from Sweden", Small Business Economics, 44(2), pp.361~383 (2015)
42. de Waal, A., "Evaluating topic models with stability", 19th Annual Symposium of the Pattern Recognition Association of South Africa (2008)
43. Fayolle, A., "The impact of entrepreneurship education on entrepreneurial attitudes and intention : Hysteresis and persistence", Journal of Small Business Management, 53(1), pp.75~93 (2015)
44. Gallie, W. B., "Essentially contested concepts", Proceedings of the Aristotelian Society, New Series, 56, pp.167~198 (1956)
45. Greene, D., "How many topics? Stability analysis for topic models", ECML PKDD 2014: Machine Learning and Knowledge Discovery in Databases, pp.498~513 (2014)
46. Gruber, M., "What is an attractive business opportunity? An empirical study of opportunity evaluation decisions by technologists, managers, and entrepreneurs", Strategic Entrepreneurship Journal, 9(3), pp.205~225 (2015)
47. Harima, A., "Entrepreneurship? Let us do it later : Procrastination in the intention-behavior gap of student entrepreneurship", International Journal of Entrepreneurial Behavior &Research, 27(5), pp.1189~1213 (2021)
48. Hernández-Linares, R., "Dynamic capabilities and SME performance : The moderating effect of market orientation", Journal of Small Business Management, 59(1), pp.162~195 (2021)
49. Hilmersson, M., "Speed of SME internationalization and performance", Management International Review, 56(1), pp.67~94 (2016)
50. Hornuf, L., "Initial coin offerings, information disclosure, and fraud", Small Business Economics, 58(4), pp.1741~1759 (2022)
51. Huang, S., "When is entrepreneurial orientation beneficial for new product performance? The roles of ambidexterity and market turbulence", International Journal of Entrepreneurial Behavior & Research, 27(1), pp.79~98 (2021)
52. Kautonen, T., "Robustness of the theory of planned behavior in predicting entrepreneurial intentions and actions", Entrepreneurship Theory and Practice, 39(3), pp.655~674 (2015)
53. Kleinert, S., "Access denied : How equity crowdfunding platforms use quality signals to select new ventures", Entrepreneurship Theory and Practice, 46(6), pp.1626~1657 (2022)
54. Kreiser, P. M., "Disaggregating entrepreneurial orientation : The non-linear impact of innovativeness, proactiveness and risk-taking on SME performance", Small Business Economics, 40(2), pp.273~291 (2013)
55. Lee, H., "Identifying core topics in technology and innovation management studies : A topic model approach", Journal of Technology Transfer, 43(5), pp.1291~1317 (2018)
56. Lee, J. H., "Aspirations, market offerings, and the pursuit of entrepreneurial opportunities", Journal of Business Venturing, 21(1), pp.107~123 (2006)
57. Li, K., "Entrepreneurial orientation, online credibility, and online performance : Evidence from SMEs in a B2B electronic market in China", Journal of Small Business Management, 60(1), pp.93~118 (2022)
58. Li, J., "The influence of job satisfaction on entrepreneurial intention : A cross-level investigation", International Small Business Journal : Researching Entrepreneurship, 40(3), pp.385~402 (2022)
59. Liu, L., "An overview of topic modeling and its current applications in bioinformatics", SpringerPlus, 5(1), pp.1608~ (2016)
60. Liu, Y., "Linking CEO entrepreneurial orientation to firm performance : The perspective of middle managers’cognition", Entrepreneurship Theory and Practice, 46(6), pp.1756~1781 (2022)
61. Lyu, J., "Teaching entrepreneurship in China : Culture matters", International Journal of Entrepreneurial Behavior & Research, 27(5), pp.1285~1310 (2021)
62. Moggi, S., "From sustainability to thrivability : A novel framework for entrepreneurial ecosystems", International Entrepreneurship and Management Journal, 18(2), pp.829~853 (2022)
63. Momtaz, P. P., "Entrepreneurial finance and moral hazard : Evidence from token offerings", Journal of Business Venturing, 36(5), pp.106001~ (2021)
64. Moss, T. W., "Dual identities in social ventures : An exploratory study", Entrepreneurship Theory and Practice, 35(4), pp.805~830 (2011)
65. Neergaard, H., "Transformative learning in the entrepreneurship education process : The role of pedagogical nudging and reflection", International Journal of Entrepreneurial Behavior & Research, 27(1), pp.251~277 (2021)
66. Newman, A., "Applicability of financial theories of capital structure to the Chinese cultural context : A study of privately owned SMEs", International Small Business Journal : Researching Entrepreneurship, 30(1), pp.65~83 (2012)
67. Ng, P. Y., "Explaining the entrepreneurial intentions of employees : The roles of societal norms, work-related creativity and personal resources", International Small Business Journal : Researching Entrepreneurship, 39(8), pp.732~754 (2021)
68. O’Callaghan, D., "An analysis of the coherence of descriptors in topic modeling", Expert Systems with Applications, 42(13), pp.5645~5657 (2015)
69. O’Shea, G., "The buzz before business : A design science study of a sustainable entrepreneurial ecosystem", Small Business Economics, 56(3), pp.1097~1120 (2021)
70. Parida, V., "Inbound open innovation activities in high-tech SMEs : The impact on innovation performance", Journal of Small Business Management, 50(2), pp.283~309 (2012)
71. Park, S., "Government support and small-and medium-sized enterprise(SME)performance : The moderating effects of diagnostic and support services", Asian Business & Management, 19(2), pp.213~238 (2020)
72. Patzelt, H., "Recognizing opportunities for sustainable development", Entrepreneurship Theory and Practice, 35(4), pp.631~652 (2011)
73. Prashantham, S., "Effectuation, network-building and internationalisation speed", International Small Business Journal : Researching Entrepreneurship, 37(1), pp.3~21 (2019)
74. Puhakka, V., "Empirical International Entrepreneurship:Contributions to Management Science", pp.89~113 (2021), Springer
75. Qian, H., "An absorptive capacity theory of knowledge spillover entrepreneurship", Small Business Economics, 40(2), pp.185~197 (2013)
76. Queiroz, G. A., "Digitalization as an enabler to SMEs implementing lean-green? A systematic review through the topic modelling approach", Sustainability, 14(21), pp.14089~ (2022)
77. Rao, P., "A systematic literature review on SME financing : Trends and future directions", Journal of Small Business Management, 61(3), pp.1247~1277 (2023)
78. Rivero, C. A. P., "The development of the entrepreneurial motivation from the university", International Entrepreneurship and Management Journal, 17(3), pp.1313~1334 (2021)
79. Röder, M., "Exploring the space of topic coherence measures", Paper presented at the 8th ACM international conference on Web search and data mining (2015)
80. Řehůřek, R., "Software framework for topic modelling with large corpora", Paper presented at the LREC 2010 workshop on new challenges for NLP frameworks (2010)
81. Sottini, A., "Engaging symbiotic ecosystems to build community centred business models for the BoP : Evidence from small social enterprises in East Africa", International Small Business Journal, 40(8), pp.935~965 (2022)
82. Shahin, M., "The impact of a STEM-based entrepreneurship program on the entrepreneurial intention of secondary school female students", International Entrepreneurship and Management Journal, 17(4), pp.1867~1898 (2021)
83. Shinnar, R. S., "Entrepreneurial perceptions and intentions : The role of gender and culture", Entrepreneurship Theory and Practice, 36(3), pp.465~493 (2012)
84. Singh, S., "The evolving relationship of entrepreneur ship, technology, and innovation: A topic modeling perspective", International Journal of Entrepreneurship and Innovation (2023)[DOI]
85. Stam, E., "Entrepreneurial ecosystems and regional policy : A sympathetic critique", European Planning Studies, 23(9), pp.1759~1769 (2015)
86. Stam, E., "Entrepreneurial ecosystem elements", Small Business Economics, 56(2), pp.809~832 (2021)
87. Wallach, H. M., "Evaluation methods for topic models", Paper presented at the 26th annual international conference on machine learning, ICML ’09 (2009)
88. Welsh, D. H. B., "The impact of the international crisis on the entrepreneurial intentions of refugees", International Journal of Entrepreneurial Behavior &Research, 28(3), pp.720~740 (2022)

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