Abstract
The high unemployment rate in South Africa has encouraged several types of informal occupational and business activities in the informal business sector of South Africa. Just like in many Sub-Saharan Africa (SSA) countries, the South African informal sector has many challenges such as lack of organisation, poor regulation, poor service delivery, low capitalisation, and low productivity to contend with. Attempts have been made to address some of these challenges through the application of ICT. One of the proposed solutions is the use of electronic web portal technology to promote informal businesses and facilitate informal business transactions. However, to attain maximum impact, the platform must be enabled with artificial intelligence (AI) to create a system that can leverage the convergence of intelligent reasoning and semantic technology in tackling the challenges of the South African informal sector. In essence, such a web portal must possess capabilities such as semantic-based reasoning, semantic analysis of user queries, and intelligent recommendations, which require the existence of a dedicated domain ontology. In this paper, we present the conceptual design and prototype development of a modular ontology for the informal sector of South Africa.
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Mramba N, Apiola M, Sutinen E, Haule M, Klomsri T, Msami P. Empowering street vendors through technology: an explorative study in Dar es Salaam, Tanzania
Daramola O (2018) Towards a multimodal portal framework in support of informal sector businesses. Commun Comput Inf Sci 944:110–119. https://doi.org/10.1007/978-3-030-03763-5_10
Williams CC, Horodnic IA (2016) An institutional theory of the informal economy: some lessons from the United Kingdom. Int J Soc Econ 43(7):722–738. https://doi.org/10.1108/IJSE-12-2014-0256
Rogan M, Skinner C (2017) REDI 3 × 3 Working paper 28 February 2017 the nature of the South African informal sector as reflected in the quarterly labour-force survey, 2008–2014, August, pp 2008–2014. https://doi.org/10.13140/RG.2.2.22138.18885
Jiyane GV, Majanja MK, Mostert BJ, Ocholla D (2013) South Africa as an information and knowledge society: the benefit to informal sector women entrepreneurs, vol 79, no 1, pp 1–13, 2013. https://doi.org/10.7553/79-1-115
Nel E, Rogerson CM (2016) The contested trajectory of applied local economic develop-ment in South Africa. Local Econ 31(1–2):109–123. https://doi.org/10.1177/0269094215623729
Legodi K, Kanjere M. the challenges faced by informal traders in greater Letaba municipality in Limpopo Province, South Africa
Daramola O (2010) A process framework for semantics-aware tourism information systems. In: International conference on web engineering. Springer, Berlin, Heidelberg, pp 521–532
McDaniel M, Storey VC (2019) Evaluating domain ontologies: clarification, classification, and challenges. ACM Comput Surv 52(4). https://doi.org/10.1145/3329124
Nicola G, Daniel O, Steffen S (2009) Handbook on ontologies. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-92673-3
Sattar A, Surin E, Ahmad M, Ahmad A, Mahmood A (2020) Comparative analysis of meth-odologies for domain ontology development: a systematic review. Int J Adv Comput Sci Appl 11(5):99–108
Blomqvist E, Hitzler P, Janowicz K, Krisnadhi A, Narock T, Solanki M (2015) Considerations regarding ontology design patterns editorial. IOS Press [online]. Available http://schema.geolink.org/patterns/
Ontology design patterns. Available at http://ontologydesignpatterns.org/wiki/Main_Page
Bakhshandeh M, Antunes G, Mayer R, Borbinha J, Caetano A (2013) A modular ontology for the enterprise architecture domain. In: Proceedings—IEEE international enterprise distributed object computing workshop, EDOC, pp 5–12. https://doi.org/10.1109/EDOCW.2013.8
Shimizu C, Hitzler P, Krisnadhi A. Modular ontology modeling: a tutorial. In: Applications and practices in ontology design, extraction, and reasoning, vol 49, pp 3–20. https://doi.org/10.3233/SSW200032
Mazumder A, Mukherjee AJ, Adhikari A, Dutta A (2017) Proceedings of the 2017 IEEE region 10 conference (TENCON), Malaysia, Nov 5–8, 2017
Petrova GG, Tuzovsky AF, Aksenova NV (2017) Application of the financial industry business ontology (FIBO) for development of a financial organisation ontology. J Phys Conf Ser 803(1). https://doi.org/10.1088/1742-6596/803/1/012116
Duan J, Li A, Liu X (2009) Ontology-based modeling of structural knowledge for modular mechanical products. In: Proceedings—2009 IEEE international conference on intelligent computing and intelligent systems, ICIS 2009, vol 2, pp 135–139. https://doi.org/10.1109/ICICISYS.2009.5358241
Mazimwe A, Hammouda I, Gidudu A (2019) Ontology design patterns for representing knowledge in the disaster risk domain. In: Proceedings—2019 IEEE 28th international conference on enabling technologies: infrastructure for collaborative enterprises, WETICE 2019, Jun 2019, pp 283–288. https://doi.org/10.1109/WETICE.2019.00066
Wirtz J, So K, Mody M, Liu S, Chun H (2019) Platforms in the peer-to-peer sharing economy. J Serv Manage 30(4):452–483
Starr RG Jr, Zhu AQ, Frethey-Bentham C, Brodie RJ (2020) Peer-to-peer interactions in the sharing economy: exploring the role of reciprocity within a Chinese social network. Australas Mark J 28(3):67–80
Grüninger M, Fox MS (1995) The role of competency questions in enterprise engineering, pp 22–31. https://doi.org/10.1007/978-0-387-34847-6_3
Hirt Q, Shimizu C, Hitzler P. Extensions to the ontology design pattern representation language [online]. Available http://ontologydesignpatterns.org/opla-cp
Gangemi A. Submissions: stub metapattern—Odp. http://ontologydesignpat-terns.org/wiki/Submissions:Place
Gangemi A. Submissions: price. http://ontologydesignpatterns.org/wiki/Submis-sions:Price
Rudolph S (2011) Foundations of description logics
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Atoba, G., Daramola, O. (2023). Design of a Modular Ontology for South African Informal Sector Services. In: Yang, XS., Sherratt, S., Dey, N., Joshi, A. (eds) Proceedings of Seventh International Congress on Information and Communication Technology. Lecture Notes in Networks and Systems, vol 465. Springer, Singapore. https://doi.org/10.1007/978-981-19-2397-5_9
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