Business Opportunity Ontology

Abstract

Ontologies are used to describe and share information, by describing a concept and defining related entities and their relations, attributes, and properties. More specifically they can be used to describe and share knowledge, using a language that computers can understand and share, and; therefore, form the pillar of the Semantic Web. The study examines the concept of business opportunity ontology from an entrepreneurial point of view. The study also examines the methodologies and best practices used in ontology development, and the use of the Protégé tool for the actual development of Ontology. Several standards were set in order for Ontology to be further used in future entrepreneurial research. These standards include a) the concept of business opportunity was developed based upon related academic theory (using the entrepreneurship, management, and business administration domains), b) as a consequence, only entities, relations, and properties that had been included in the academic literature were included in the ontology, c) the methodology had to be clearly defined since there was not a single methodological approach for ontology development, and d) the appropriate tool was selected.


Keywords: business opportunity, ontology, entrepreneurship

References
[1] Aaby N-E, Discenza R. Strategic marketing and new product development: An integrated approach-technology and market orientation are set to challenge managers responsible for new products. Marketing Intelligence And Planning. 1995;13(9):30–35.

[2] Abrahamsson J, Boter H, Vanyushyn V. Business model innovation of international new ventures: An empirical study in a Swedish context. Journal of International Entrepreneurship. 2019;17(1):75–102.

[3] Abrahamsson J, Maga A, Nicol C. The effect of business model innovation announcements in share prices – A study of US listed technology firms. Journal of Business Models. 2019;7(2)37–52.

[4] Badr KBA, Badr ABA, Ahmad MN. Ontology-based applications for enterprise systems and knowledge management. Ahmad MN, Colomb RM, Abdullah MS, editors. Pennsylvania, USA: IGI Global; 2013. Phases in ontology building methodologies.

[5] Amador J, Mauro F, editors. The age of global value chains. CEPR: London, UK; 2015. p. 107–120.

[6] Amit R, Zott C. Creating value through business model innovation. MIT Sloan Management Review [Internet]. 2021 Mar 20. Available from: http://sloanreview.mit.edu/article/creating-value-through-business-modelinnovation/

[7] Aulet B. Disciplined entrepreneurship, 24 steps to a successful startup. John Wiley & Sons, Inc.; 2013.

[8] Baden-Fuller C, Morgan MS. (2010) Business models as models. Long Range Planning. 2010;43(2–3):156–171.

[9] Bashir M, Farooq R. The synergetic effect of knowledge management and business model innovation on firm competence – A systematic review. International Journal of Innovation Science. 2018;11(3):362–387.

[10] Blank S. Why startups are agile and opportunistic—Pivoting the business model. Steve Blank [Internet]. 2010 Apr 12. Available from: https://steveblank.com/2010/04/12/why-startups-are-agile-and-opportunistic- %E2%80%93-pivoting-the-business-model/

[11] Boeker M, Jansen L, Grewe N, Röhl J, Schober D, Seddig-Raufie D, Schulz S. Effects of guideline-based training on the quality of formal ontologies: A randomized controlled trial. PLoS One. 2013;8(5):e61425.

[12] Boer H, Howleg M, Killduf L, Pagel M, Schmenner R, Voss C, et al. Making a meaning contribution to theory. International Journal of Operations & Production Management. 2015;35(9):1231–1252.

[13] Borst W. Construction of engineering ontologies for knowledge sharing and reuse. Enschede: Centre for Telematics and Information Technology (CTIT); 1997. AVAILABLE FROM: https://www.semanticscholar.org/paper/Construction-of-Engineering- Ontologies-for-Sharing-Borst/205e142ca3eb360be04988c80cbe3819523868f1

[14] Bowler JL, Christensen CM. Disruptive technologies: Catching the wave. Harvard Business Review [Internet]. 1995 Jan–Feb. Available from: https://hbr.org/1995/01/disruptive-technologies-catching-the-wave

[15] Cardoso J. The semantic web vision: Where are we? IEEE Intelligent Systems. 2007:22–26.

[16] Chesbrough HW, Teece DJ. When is virtual virtuous? Organizing for innovation. Harvard Business Review [Internet]. 2002 Aug. Available from: https://hbr.org/2002/08/when-is-virtual-virtuous

[17] Chesbrough H. Business model innovation: Opportunities and barriers. Long Range Planning. 2010;43(2–3):354–363.

[18] Christensen C, Overdorf M. Meeting the challenge of disruptive change. Harvard Business Review. 2000;78(2):67–76.

[19] Cho Y, McLean G. Successful IT start-ups? HRD practices: Four cases in South Korea. Journal of European Industrial Training. 2009;33(2):125–141.

[20] Christensen C. The innovator’s dilemma – When new technologies cause great firms to fail. Boston, Massachusetts: Harvard Business School Press; 1997.

[21] Christensen C, Overdorf M. Meeting the challenge of disruptive change. Harvard Business Review. 2000;78(2):67–76.

[22] Corley KG, Gioia DA. Building theory about theory building: What constitutes a theoretical contribution? Academy of Management Review. 2011;36(1):12–32.

[23] Cozzolino A, Verona G, Rothaermel F. (2018). Unpacking the disruption process: New technology, business models, and incumbent adaptation. Journal of Management Studies. 2018;55(7):1166–1202.

[24] Duque-Ramos A, Boeker M, Jansen L, Schulz S, Iniesta M, Fernández-Breis JT. Evaluating the Good Ontology Design Guideline (GoodOD) with the ontology quality requirements and evaluation method and metrics (OQuaRE). PLoS One. 2014;9(8):e104463.

[25] Eyring MJ, Johnson MW, Nair H. New business models in emerging markets. Harvard Business Review. 2011;89:89–95.

[26] Fernandez M. Gomez-Pérez A, Juristo N. Methodology: From ontological art towards ontological engineering. Springer; 1997.

[27] Ferreira NM. 2018. 20 ecommerce advantages and disadvantages you need to know. Oberlo [Internet]. 2019 Dec 20. Available from: https://www.oberlo.com/blog/20- ecommerce-advantages-and-disadvantages

[28] Gambardella A, McGahan AM. Business-model innovation: General purpose technologies and their implications for industry structure. Long Range Planning. 2010;43(2–3):262–271.

[29] Gawich M, Badr A, Hegazy A, Ismail H. A methodology for ontology building. International Journal of Computer Applications. 2012;56(2):39–45.

[30] Girotra K, Netessine S. Four paths to business model innovation. Harvard Business Review [Internet]. 2014 Jul–Aug. Available from: https://hbr.org/2014/07/four-pathsto- business-model-innovation

[31] Grosse R, Kujawa D. International business, theory and management applications. 3rd ed. USA: Irwin Professional Publishing; 1995.

[32] Goyat S. The basis of market segmentation: A critical review of literature. European Journal of Business and Management. 2011;3(9).

[33] Gregori P, Wdowiak MA, Schwarz EJ, Holzmann P. Exploring value creation in sustainable entrepreneurship: Insights from the institutional logics perspective and the business model lens. Sustainability. 2019;11(9):2505.

[34] Gruber TR. Formal ontology in conceptual analysis and knowledge representation. Guarino N, Poli R, editors. Kluwer; 1994. Towards principles for the design of ontologies used for knowledge sharing.

[35] Herschel RT, Nemati HR. Chief Knowledge Officer: Critical success factors for knowledge management. Information Strategy. 2000;16(4):37–45.

[36] Hormiga E, Batista-Canino RM, Sαnchez-Medina A. The role of intellectual capital in the success of new ventures. Journal of International Entrepreneurship Management. 2010;7:71–92.

[37] Juntunen M, Ahonkangas P, Nguyen A. Business model scalability in the cloud business context. Journal of Business Models. 2018;6(1):19–39.

[38] Karamanos A. Effects of a firm’s and their partners’ alliance ego–network structure on its innovation output in an era of ferment. R& D Management. 2016;46:261–276.

[39] Katila R, Chen ER, Piezunka H. All the right moves: How entrepreneurial firms compete effectively. Journal of Strategic Entrepreneurship. 2012;6:116–132.

[40] Kavoura A, Andersson T. Applying Delphi method for strategic design of social entrepreneurship. Library Review. 2016;65(3):185–205.

[41] Keane SF, Cormican KT, Sheahan JN. Comparing how entrepreneurs and managers represent the elements of the business model canvas. Journal of Business Venturing Insights. 2018;9:65–74.

[42] Keeley L, Walters H, Pikkel R, Quinn B. Ten types of innovation: The discipline of building breakthroughs. John Willey & Sons, Inc.; 2013.

[43] Khodaei H, Ortt R. Capturing dynamics in business model frameworks. Journal of Open Innovation: Technology, Market and Complexity. 2019;5(1):8.

[44] Nolan P. Advantages and disadvantages of ecommerce businesses. The Balance

[Internet]. 2022 Sep 13. Available from: https://www.thebalancesmb.com/ecommercepros- and-cons-1141609

[45] Kotler P. Marketing management, analysis, planning, implementation and control. 8th ed. Englewood Cliffs, New Jersey, USA: Prentice Hall International Editions; 1994.

[46] Kotler P, Armstrong G, Saunders J, Wong V. Principles of marketing. 2nd ed. Prentice Hall Europe; 1999.

[47] Kotler P, Armstrong G, Harris LC, Piercy N. Principles of marketing. 16th European ed. Pearson; 2015.

[48] Malviya N, Mishra N, Sahu S. Developing university ontology using protégé OWL tool: Process and reasoning. International Journal of Scientific and Engineering Research. 2011;2(9).

[49] Maroosis J. How to anticipate and capitalize on innovation. Harvard Management Update. 2001;6(1):10.

[50] Mazzarol T, Volery Th, Doss N, Thein V. Factors influencing small business startups. A comparison with previous research. International Journal of Entrepreneurial Behaviour & Research. 1999;5(2):48–63.

[51] Mezger F. Toward a capability-based conceptualization of business model innovation: Insights from an explorative study. R&D Management. 2014;44:429–449.

[52] Mustapha M, Subramaniam P. Challenges and success factors of female entrepreneurs: Evidence from a developing country. International Review of Management and Marketing. 2015;6(4):224–231.

[53] Muzyca D, Churchill N. Fostering the entrepreneurial spirit. Mastering enterprise, financial times management. London, UK; 1997. p. 329–334.

[54] Naskar D, Dutta B. Ontology and ontology libraries: A study from an ontofier and an ontologist perspective. 19th International Symposium on Electronic Theses and Dissertations, ETD’16. Lille, France; 2016. p. 1–12.

[55] Noy NF, McGuiness DL. Ontology development: A guide to creating your first ontology. Stanford Knowledge Systems Laboratory Technical Report KSL. 2001;1(5).

[56] Ramdani B, Binsaif A, Boukrami E. Business model innovation: A review and research agenda. New England Journal of Entrepreneurship. 2019;22(2):89–108.

[57] Roberts EB, Murray F, Kim JD. Entrepreneurship and innovation at MIT, continuing global growth and impact. Martin Trust Center for MIT Entrepreneurship, MIT; 2015.

[58] Roy R. For innovations that have no precedent in human history it’s time to ask disruptive questions. Performance Improvement. 2019;58(6).

[59] Rothberg RR. Corporate strategy and product innovation. 2nd ed. New York, USA: The Free Press, A Division of Macmillan Publishing Co, Ltd.; 1981.

[60] Santisteban J, Mauricio D. Systematic literature review of critical success factors of information technology startups. Academy of Entrepreneurial Journal. 2017;23(2).

[61] Sikoumar R, Arivoli PV. Ontology visualization protégé tools – A review. International Journal of Advanced Information Technology. 2011;1(4).

[62] Sosna M, Trevinyo-Rodríguez RN, Velamuri SR. Business model innovation through trial-and-error learning: The Naturhouse case. Long Range Planning. 2010;43(2– 3):383–407.

[63] Spyropoulos TS. Innovation marketing – From idea to start-ups: A holistic literature review. International Journal Management of Innovative Business & Education Systems. 2018;12(1):145–159.

[64] Spyropoulos TS. Digital Greek start-ups – An analysis of founder’s perceptions. Advances in Management and Informatics. 2020;(5th Edition):33–48.

[65] Stott RN, Stone M, Fae J. Business models in the business-to-business and businessto consumer worlds – What can each world learn from the other? Journal of Business & Industrial Marketing. 2016;31(8):943–954.

[66] Trott P. Innovation management & new product development. London, UK: Financial Times-Pitman Publishing; 1998.

[67] Tudorache T, Nyulas C, Noy NF, Musen MA. WebProtégé: A collaborative ontology editor and knowledge acquisition tool for the web. Semantic Web. 2013;4(1):89–99.

[68] Uschold M, Gruninger M. Ontologies: Principles, methods, and applications. Knowledge Engineering Review. 1996;11(2)

[69] Usman M, Vanhaverbeke W. How start-ups successfully organize and manage open innovation with large companies. European Journal of Innovation Management. 2017;20(1):171–186.

[70] Yadav MP. Model of entrepreneurial success: A review and research agenda. Journal of Advanced Academic Research. 2015;2(1).

[71] Ziadat MTAl. Applications of Planned Behavior Theory (TPB) in Jordanian tourism. International Journal of Marketing Studies. 2015;7(3).

[72] Zott C, Amit R. Business model design: An activity system perspective. Long Range Planning. 2010;43(2–3):216–226.

[73] Zott C, Amit R, Massa L. The business model: Recent developments and future research. Journal of Management. 2011;37(4):1019–1042.