Abstract
In fast-moving and complex App Store, there is a need for exploring the content of mobile application services themselves. Thus, this research empirically analyzes the relationships among mobile application services to identify their structures and positions through a text-mining-based network analysis. Associations among categories and applications are visualized as macro-level category network and micro-level app network; network indexes gauge the structural properties and positional characteristics of each network. Mobile service categories are compared according to their values and grouped according to network properties using cluster analysis, offering implications for the sectoral characteristics of mobile services in App Store.






Similar content being viewed by others
References
Agarwal S, Mahajan R, Zheng A, Bahl V (2010) There’s an app for that, but it doesn’t work. Diagnosing mobile applications in the wild. In: Proceedings of the ninth ACM SIGCOMM workshop on hot topics in networks (Hotnets)
Akbulut M (2011) iPhone mobile application design: the case of Hacettepe university libraries. In: Proceedings of 15th international conference on electronic publishing, Istanbul, Turkey
Anckar B, D’Incau D (2002) Value creation in mobile commerce: findings from a consumer survey. J Inf Technol Theory Appl 4(1):43–64
Apple (2011) Apple special event October 4th 2011, release of the iPhone 4S. http://events.apple.com.edgesuite.net/11piuhbvdlbkvoih10/event/index.html. Accessed 14 Feb 2012
Basole RC (2009) Visualization of interfirm relations in a converging mobile ecosystem. J Inf Technol 24(2):144–159
Berry MW (2003) Survey of text mining: clustering, classification, and retrieval. Springer Verlag, Berlin
Callon M, Courtial JP, Laville F (1991) Co-word analysis as a tool for describing the network of interactions between basic and technological research: the case of polymer chemistry. Scientometrics 22(1):155–205
Clarke I (2008) Emerging value propositions for m-commerce. J Bus Strategy 25(2):41–57
Copeland R (2010) Telco App Stores: friend or foe? In: Proceedings of the 14th International conference on intelligence in next generation networks (ICIN), Berlin, Germany
Danado J, Davies M, Ricca P, Fensel A (2010) An authoring tool for user-generated mobile services. Lect Notes Comput Sci 6369:118–127
Desarbo W, Jedidi K, Sinha I (2001) Customer value analysis in a heterogeneous market. Strategic Manag J 22:845–857
Dixon C (2011) The network as a platform (Doctoral dissertation). University of Washington, Computer Science and Engineering
Dohmen A, Moormann J, Rosemann M (2009) Using a smartphone application for customer-centric banking. In: Proceedings of the 20th Australasian Conference on information systems (ACIS 2009), Melbourne, Australia
Engelsman EC, van Raan AFJ (1994) A patent-based cartography of technology. Res Policy 23(1):1–26
Etoh M, Katagiri M (2011) Social influence modeling on smartphone usage. Lect Notes Comput Sci 7121:292–303
Feijoo C, Maghiros L, Abadie F, Gomez-Barroso JL (2008) Exploring a heterogeneous and fragmented digital ecosystem: mobile content. Telematics Informatics 26(3):282–292
Freeman LC (1979) Centrality in social networks: 1. Conceptual clarification. Soc Netw 1(3):215–239
Gartner (2012) Market share: mobile devices by region and country, 4Q11 and 2011. http://www.gartner.com/resId=1923316. Accessed 2 Feb 2012
Gasser R, Brodbeck D, Degen M, Luthiger J, Wyss R, Reichlin S (2006) Persuasiveness of a mobile lifestyle coaching application using social facilitation. Lect Notes Comput Sci 3962:27–38
Gelsing L (1992) Innovation and the development of industrial networks. In: Lundvall BA (ed) National systems of innovation: towards a theory of innovation and interactive learning. Printer, London
Geum Y, Kim S, Park Y (2011) Development of new mobile application services: An approach using context-driven morphology analysis. In: Proceedings of the 8th international conference on service system and service management (ICSSSM 11)
Gonçalves V, Walravens N, Ballon P (2010) How about an App Store? Enablers and constraints in platform strategies for mobile network operators. In: Proceedings of international conference on mobile business (ICMB) and global mobility roundtable (GMR), Athens, Greece
Han W, Park Y (2010) Mapping the relations between technology, product, and service: case of Apple Inc. In: Proceedings of the IEEE international conference on industrial engineering and engineering management (IEEM)
Heinonen K, Pura M (2006) Classifying mobile services. Sprouts: working papers on information systems 6(42)
Holzer A, Ondrus J (2011) Mobile application market: a developer’s perspective. Telematics Informatics 28(1):22–31
Hur WM, Kim HK, Kim H (2012) Investigation of the relationship between service values and loyalty behaviors under high commitment. Serv Bus. doi:10.1007/s11628-012-0148-8
Jang S, Lee E (2009) Reliable mobile application modeling based on open API. Commun Com Inf Sci 59:168–175
Kenney M, Pon B (2011) Structuring the smartphone industry: is the mobile internet OS platform the key? The Research Institute of the Finnish Economy (ETLA), Helsinki
Kim SH (2008) Moderating effects of job relevance and experience on mobile wireless technology acceptance: adoption of a smartphone by individuals. Inf Manag 45(6):387–393
Kim B, Han I (2011) The role of utilitarian and hedonic values and their antecedents in a mobile data service environment. Expert Syst Appl 38:2311–2318
Kim J, Park Y (2010) Identifying a new service opportunity from potential needs: user-centric service map. In: Proceedings of the IEEE international conference on industrial engineering and engineering management (IEEM)
Kim J, Park Y (2011) Two directions of user-centric approach to identifying new service opportunities: vacuum to solution and practice to niche. In: Paper submitted at 3rd international conference on information and financial engineering (ICIFE 2011)
Kim CS, Oh EH, Yang KH, Kim JK (2010) The appealing characteristics of download type mobile games. Serv Bus 4:253–269
Kim J, Lee S, Geum Y, Park Y (2012) Patterns of innovation in digital content services: the case of app store applications. Innov: Manage Policy Pract 14(4):540–556
Kimbler K (2010, October) App store strategies for service providers. In: Proceedings of the 14th international conference on intelligence in next generation networks (ICIN)
Kleijnen M, De Ruyter K, Wetzels M (2007) An assessment of value creation in mobile service delivery and the moderating role of time consciousness. J Retail 83(1):33–46
Knoke D, Kuklinski J (1982) Network analysis. Sage, London
Kwak R, Lee H, Park Y (2010) On the construction of a service map: how to match the service features and the customer needs. In: Proceedings of international conference on networking and information technology (ICNIT)
Laudon K, Traver CG (2010) E-commerce: business, technology, society, 6th edn. Prentice-Hill, New York
Laukkanen T, Lauronen J (2005) Consumer value creation in mobile banking services. Int J Mobile Commun 3(4):325–338
Lee G, Raghu TS (2011) Product portfolio and mobile apps success: evidence from App Store market. In: Proceedings of Americas conference on information systems (AMCIS) 2011
Lee SG, Park B, Kim SH, Lee HH (2012) Innovation and imitation effects in the mobile telecommunication service market. Serv Bus 6:265–278
Liu KH (2009) A taxonomy and business analysis for mobile web applications (Working paper CISL # 2009–01). Sloan School of Management, Massachusetts Institute of Technology, Cambridge
Marseden P, Laumann E (1984) Mathematical ideas in social structural analysis. J Math Sociol 10:271–294
Marshall A, Medvedev O, Antonov A (2008) Use of a smartphone for improved self-management of pulmonary rehabilitation. Int J Telemed Appl 2:1–5. doi:10.1155/2008/753064
Meagher K, Rogers M (2004) Network density and randD spillovers. J Econ Behav Organ 53(2):237–260
Müller RM, Kijl B, Martens JKJ (2011) A comparison of inter-organizational business models of mobile App Stores: there is more than open vs. closed. J Theor Appl Electron Commer Res 6(2): 63–76
Murray KB, Liang J, Haubl G (2010) ACT 2.0: the next generation of assistive consumer technology research. Internet Res 20(3):232–254
Novak T, Hoffman D, Duhachek A (2003) The influence of goal-directed and experiential activities on online flow experiences. J Consum Psychol 13(1/2):3–16
Nysveen H, Pedersen PE, Thorbjornsen H (2005) Intentions to use mobile services: antecedents and cross-service comparisons. J Acad Mark Sci 33(3):330–346
Okazaki S (2005) New perspectives on m-commerce research. J Electron Commer Res 6(3):160–164
Park C (2006) Hedonic and utilitarian values of mobile internet in Korea. Int J Mobile Commun 4(5):497–508
Park Y, Chen JV (2007) Acceptance and adoption of the innovative use of smartphone. Ind Manag Data Syst 107(9):1349–1365
Pihlstrom M (2008) Perceived value of mobile service use and its consequences (Doctoral dissertation). Swedish School of Economics and Business Administration, Helsinki, Finland
Scott JP (2000) Social network analysis: a handbook. Sage Publications, London
Song B, Park Y (2011) A metro map metaphor for knowledge visualization: customer needs in mobile application services. In: Proceedings of international conference on knowledge management and information sharing (KMIS 2011)
Song B, Kang D, Yoon B, Park Y (2010) Development of two-layered service evolution map: structure and development process. In: Proceedings of the IEEE international conference on industrial engineering and engineering management (IEEM)
Su HN, Lee, PC (2010) Mapping knowledge structure by keyword co-occurrence: a first look at journal papers in Technology Foresight. Scientometrics 85:65–79
Suh Y, Lee H, Park Y (2012) Analysis and visualisation of structure of smartphone application services using text mining and the set-covering algorithm: a case of App Store. Int J Mobile Commun 10(1):1–20
Sweeney JC, Soutar GN (2001) Consumer perceived value: the development of a multiple item scale. J Retail 77(2):203–220
Venkatesh V, Brown SA (2001) A longitudinal investigation of personal computers in homes: adoption determinants and emerging challenges. MIS Q 25(1):71–102
Verkasalo H (2011) An international study of smartphone usage. Int J Electron Bus 9(1/2):158–181
Verkasalo H, López-Nicolás C, Molina-Castillo FJ, Bouwman H (2010) Analysis of users and non-users of smartphone applications. Telematics Informatics 27(3):242–255
Wang YS, Lin HH, Luarn P (2006) Predicting consumer intention to use mobile service. Inf Syst J 16(2):157–179
White M (2010) Information anywhere, any when: the role of the smartphone. Bus Inf Rev 27(4):242–247
Yoon B, Park Y (2004) A text-mining-based patent network: analytical tool for high-technology trend. Manag Res 15(1):37–50
Yoon J, Kim K (2011) Identifying rapidly evolving technological trends for R&D planning using SAO-based semantic patent networks. Scientometrics 88(1):213–228
Yoon J, Kim K (2012) An analysis of property-function based patent networks for strategic R&D planning in fast-moving industries: the case of silicon-based thin film solar cells. Expert Syst Appl 39(9):7709–7717
Acknowledgments
This study was supported by the National Research Foundation of Korea (NRF) grant funded by the Korea government (MEST) (No. 2011-0012759).
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
About this article
Cite this article
Kim, J., Park, Y., Kim, C. et al. Mobile application service networks: Apple’s App Store. Serv Bus 8, 1–27 (2014). https://doi.org/10.1007/s11628-013-0184-z
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s11628-013-0184-z