Skip to main content
Erschienen in: Information Systems and e-Business Management 2/2018

01.12.2017 | Original Article

Identifying and structuring service functions of mobile applications in Google’s Android Market

verfasst von: Yongyoon Suh, Yongtae Park

Erschienen in: Information Systems and e-Business Management | Ausgabe 2/2018

Einloggen

Aktivieren Sie unsere intelligente Suche um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Recently, mobile applications are considered one of the most opportune issues in mobile industry since the explosive growth of mobile applications has generated the myriad of service functions. In response, it is needed to extract useful information on dominant service functions and structural relationship among the service functions. However, there have been few methods for encapsulating information on major service functions and their relationships. Thus, this study aims at identifying dominant service functions and their structural relationships of mobile applications in Google’s Android Market using frequent pattern (FP)-tree algorithm which retrieves and summarizes frequently used items according to association rules. In this study, the FP-tree algorithm is used for extracting information on service functions in terms of three factors: frequency, association, and hierarchical structure. Using the information of service function tree, the developers refer the systematic and mash-up combinations of service functions to design new mobile applications.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Agrawal R, Srikant R (1994) Fast algorithm for mining association rules in large database. In: Proceeding of the 20th international conference on very large databases, pp 487–499 Agrawal R, Srikant R (1994) Fast algorithm for mining association rules in large database. In: Proceeding of the 20th international conference on very large databases, pp 487–499
Zurück zum Zitat Cai J (2011) Mobile communications in China: levels of technological dynamism. Technol Anal Strateg 23(2):123–143CrossRef Cai J (2011) Mobile communications in China: levels of technological dynamism. Technol Anal Strateg 23(2):123–143CrossRef
Zurück zum Zitat Corley JK, Jourdan Z, Ingram WR (2013) Internet marketing: a content analysis of the research. Electron Mark 23(3):177–204CrossRef Corley JK, Jourdan Z, Ingram WR (2013) Internet marketing: a content analysis of the research. Electron Mark 23(3):177–204CrossRef
Zurück zum Zitat Danado J, Davies M, Ricca P, Fensel A (2010) An authoring tool for user-generated mobile services. Lect Notes Comput Sci 6369:118–127CrossRef Danado J, Davies M, Ricca P, Fensel A (2010) An authoring tool for user-generated mobile services. Lect Notes Comput Sci 6369:118–127CrossRef
Zurück zum Zitat Deng Z, Lu Y, Wang B, Zhang J, Wei K (2010) An empirical analysis of factors influencing users’ adoption and use of mobile services in China. Int J Mob Commun 8(5):561–585CrossRef Deng Z, Lu Y, Wang B, Zhang J, Wei K (2010) An empirical analysis of factors influencing users’ adoption and use of mobile services in China. Int J Mob Commun 8(5):561–585CrossRef
Zurück zum Zitat Feijoo C, Maghiros L, Abadie F, Gomez-Barroso JL (2008) Exploring a heterogeneous and fragmented digital ecosystem: mobile content. Telemat Inform 26(3):282–292CrossRef Feijoo C, Maghiros L, Abadie F, Gomez-Barroso JL (2008) Exploring a heterogeneous and fragmented digital ecosystem: mobile content. Telemat Inform 26(3):282–292CrossRef
Zurück zum Zitat Ghose A, Han SP (2014) Estimating demand for mobile applications in the new economy. Manag Sci 60(6):1470–1488CrossRef Ghose A, Han SP (2014) Estimating demand for mobile applications in the new economy. Manag Sci 60(6):1470–1488CrossRef
Zurück zum Zitat Giachetti C, Marchi G (2017) Successive changes in leadership in the worldwide mobile phone industry: the role of windows of opportunity and firms’ competitive action. Res Policy 46(2):352–364CrossRef Giachetti C, Marchi G (2017) Successive changes in leadership in the worldwide mobile phone industry: the role of windows of opportunity and firms’ competitive action. Res Policy 46(2):352–364CrossRef
Zurück zum Zitat Gopalan R, Sucahyo Y (2004) High performance frequent patterns extraction using compressed FP-tree. In: Proceedings of the third international conference on machine learning and cybernetics, Shanghai, China, pp 26–29 Gopalan R, Sucahyo Y (2004) High performance frequent patterns extraction using compressed FP-tree. In: Proceedings of the third international conference on machine learning and cybernetics, Shanghai, China, pp 26–29
Zurück zum Zitat Greengard S (2015) Automotive systems get smarter. Commun ACM 58(10):18–20CrossRef Greengard S (2015) Automotive systems get smarter. Commun ACM 58(10):18–20CrossRef
Zurück zum Zitat Gretzel U, Sigala M, Xiang Z, Koo C (2015) Smart tourism: foundations and developments. Electron Marks 25(3):179–188CrossRef Gretzel U, Sigala M, Xiang Z, Koo C (2015) Smart tourism: foundations and developments. Electron Marks 25(3):179–188CrossRef
Zurück zum Zitat Han J, Pei J, Yin Y, Mao R (2004) Mining frequent patterns without candidate generation: a frequent-pattern tree approach. Data Min Knowl Discov 8(1):53–87CrossRef Han J, Pei J, Yin Y, Mao R (2004) Mining frequent patterns without candidate generation: a frequent-pattern tree approach. Data Min Knowl Discov 8(1):53–87CrossRef
Zurück zum Zitat Holzer A, Ondrus J (2011) Mobile application market: a developer’s perspective. Telemat Inform 28(1):22–31CrossRef Holzer A, Ondrus J (2011) Mobile application market: a developer’s perspective. Telemat Inform 28(1):22–31CrossRef
Zurück zum Zitat Hsu C-L, Lin J (2015) What drives purchase intention for paid mobile apps?—an expectation confirmation model with perceived value. Electron Commer Res Appl 14(1):4657CrossRef Hsu C-L, Lin J (2015) What drives purchase intention for paid mobile apps?—an expectation confirmation model with perceived value. Electron Commer Res Appl 14(1):4657CrossRef
Zurück zum Zitat Hu Y-H, Yeh T-W (2014) Discovering valuable frequent patterns based on RFM analysis without customer identification information. Knowl-Based Syst 61:76–88CrossRef Hu Y-H, Yeh T-W (2014) Discovering valuable frequent patterns based on RFM analysis without customer identification information. Knowl-Based Syst 61:76–88CrossRef
Zurück zum Zitat Kim C, Lee H (2012) A database-centered approach to the development of new mobile service concepts. Int J Mob Commun 10(3):248–264CrossRef Kim C, Lee H (2012) A database-centered approach to the development of new mobile service concepts. Int J Mob Commun 10(3):248–264CrossRef
Zurück zum Zitat Kim J, Park Y, Kim C, Lee H (2014) Mobile application service networks: Apple’s App Store. Serv Bus 14(1):1–27CrossRef Kim J, Park Y, Kim C, Lee H (2014) Mobile application service networks: Apple’s App Store. Serv Bus 14(1):1–27CrossRef
Zurück zum Zitat Kotsiantis S, Kanellopoulos D (2006) Association rules mining: a recent overview. GESTS Int Trans Comput Sci Eng 32(1):71–82 Kotsiantis S, Kanellopoulos D (2006) Association rules mining: a recent overview. GESTS Int Trans Comput Sci Eng 32(1):71–82
Zurück zum Zitat Kumar D, Sachan A (2014) Bridging the gap between disabled people and new technology in interactive web application with the help of voice. In: IEEE international conference on advances in engineering and technology research (ICAETR), August 2014, Unnao, India, pp 1–5. https://doi.org/10.1109/ICAETR.2014.7012885 Kumar D, Sachan A (2014) Bridging the gap between disabled people and new technology in interactive web application with the help of voice. In: IEEE international conference on advances in engineering and technology research (ICAETR), August 2014, Unnao, India, pp 1–5. https://​doi.​org/​10.​1109/​ICAETR.​2014.​7012885
Zurück zum Zitat Laudon K, Traver CG (2010) E-commerce: business, technology, society, 6th edn. Prentice-Hill, New York Laudon K, Traver CG (2010) E-commerce: business, technology, society, 6th edn. Prentice-Hill, New York
Zurück zum Zitat Lin R-H (2009) Potential use of FP-growth algorithm for identifying competitive suppliers in SCM. J Oper Res Soc 60(8):1135–1141CrossRef Lin R-H (2009) Potential use of FP-growth algorithm for identifying competitive suppliers in SCM. J Oper Res Soc 60(8):1135–1141CrossRef
Zurück zum Zitat Nagi EWT, Gunasekaran A (2007) A review for mobile commerce research and applications. Decis Support Syst 43(1):3–15CrossRef Nagi EWT, Gunasekaran A (2007) A review for mobile commerce research and applications. Decis Support Syst 43(1):3–15CrossRef
Zurück zum Zitat Narvekar M, Syed SF (2015) An optimized algorithm for association rule mining using FP tree. Proc Comput Sci 45:101–110CrossRef Narvekar M, Syed SF (2015) An optimized algorithm for association rule mining using FP tree. Proc Comput Sci 45:101–110CrossRef
Zurück zum Zitat Noh MJ, Lee KT (2016) An analysis of the relationship between quality and user acceptance in smartphone apps. Inf Syst E-Bus Manag 14(2):273–291CrossRef Noh MJ, Lee KT (2016) An analysis of the relationship between quality and user acceptance in smartphone apps. Inf Syst E-Bus Manag 14(2):273–291CrossRef
Zurück zum Zitat Portet F, Vacher M, Golanski C, Roux C, Meillon B (2013) Design and evaluation of a smart home voice interface for the elderly: acceptability and objection aspects. Pers Ubiquit Comput 17(1):127–144CrossRef Portet F, Vacher M, Golanski C, Roux C, Meillon B (2013) Design and evaluation of a smart home voice interface for the elderly: acceptability and objection aspects. Pers Ubiquit Comput 17(1):127–144CrossRef
Zurück zum Zitat Reuver M, Bouwman H, Haaker T (2009) Mobile business models: organizational and financial design issues that matter. Electron Marks 19(1):3–13CrossRef Reuver M, Bouwman H, Haaker T (2009) Mobile business models: organizational and financial design issues that matter. Electron Marks 19(1):3–13CrossRef
Zurück zum Zitat Schuster M (2010) Speech recognition for mobile devices at Google. Lect Notes Comput Sci 6230:8–10CrossRef Schuster M (2010) Speech recognition for mobile devices at Google. Lect Notes Comput Sci 6230:8–10CrossRef
Zurück zum Zitat Shen L, Shen H, Cheng L (1999) New algorithms for efficient mining of association rules. Inform Sci 118(1–4):251–268CrossRef Shen L, Shen H, Cheng L (1999) New algorithms for efficient mining of association rules. Inform Sci 118(1–4):251–268CrossRef
Zurück zum Zitat Suh Y, Lee H (2017) Developing ecological index for identifying roles of ICT industries in mobile ecosystems: the inter industry analysis approach. Telemat Inform 34(1):425–437CrossRef Suh Y, Lee H (2017) Developing ecological index for identifying roles of ICT industries in mobile ecosystems: the inter industry analysis approach. Telemat Inform 34(1):425–437CrossRef
Zurück zum Zitat Suh Y, Lee H, Park Y (2012) Analysis and visualization of structure of smartphone application services using text mining and the set-covering algorithm: a case of App Store. Int J Mob Commun 10(1):1–20CrossRef Suh Y, Lee H, Park Y (2012) Analysis and visualization of structure of smartphone application services using text mining and the set-covering algorithm: a case of App Store. Int J Mob Commun 10(1):1–20CrossRef
Zurück zum Zitat Suh Y, Kim G, Seol H (2017) Roadmapping for prioritisation of smartphone feature requirements based on user experiences. Technol Anal Strateg 27(8):886–902CrossRef Suh Y, Kim G, Seol H (2017) Roadmapping for prioritisation of smartphone feature requirements based on user experiences. Technol Anal Strateg 27(8):886–902CrossRef
Zurück zum Zitat Tan P, Steinbach M, Kumar V (2006) Introduction to data mining. Pearson Education, Boston Tan P, Steinbach M, Kumar V (2006) Introduction to data mining. Pearson Education, Boston
Zurück zum Zitat Tsay YJ, Chiang JY (2005) CBAR: an efficient method for mining association rules. Knowl-Based Syst 18(2–3):99–105CrossRef Tsay YJ, Chiang JY (2005) CBAR: an efficient method for mining association rules. Knowl-Based Syst 18(2–3):99–105CrossRef
Zurück zum Zitat Turban E, King D, Lee JK, Viehland D (2004) Electronic commerce 2004: a managerial perspective. Pearson Prentice Hall, New Jersey Turban E, King D, Lee JK, Viehland D (2004) Electronic commerce 2004: a managerial perspective. Pearson Prentice Hall, New Jersey
Zurück zum Zitat Ulrich KT, Eppinger SD (2003) Product design and development. McGraw-Hill, New York Ulrich KT, Eppinger SD (2003) Product design and development. McGraw-Hill, New York
Zurück zum Zitat Wang J, Lai J-Y, Chang C-H (2016) Modeling and analysis for mobile application services: the perspective of mobile network operators. Technol Forecast Soc 111:146–163CrossRef Wang J, Lai J-Y, Chang C-H (2016) Modeling and analysis for mobile application services: the perspective of mobile network operators. Technol Forecast Soc 111:146–163CrossRef
Zurück zum Zitat West J, Mace M (2010) Browsing as the killer app: explaining the rapid success of Apple’s iPhone. Telecommun Policy 34(5/6):270–286CrossRef West J, Mace M (2010) Browsing as the killer app: explaining the rapid success of Apple’s iPhone. Telecommun Policy 34(5/6):270–286CrossRef
Zurück zum Zitat Wu C-M, Huang Y-F (2011) Generalized association rule mining using an efficient data structure. Expert Syst Appl 38(6):7277–7290CrossRef Wu C-M, Huang Y-F (2011) Generalized association rule mining using an efficient data structure. Expert Syst Appl 38(6):7277–7290CrossRef
Zurück zum Zitat Yoon B (2010) Strategic visualisation tools for managing technological information. Technol Anal Strateg 22(3):377–397CrossRef Yoon B (2010) Strategic visualisation tools for managing technological information. Technol Anal Strateg 22(3):377–397CrossRef
Zurück zum Zitat Yu J (2011) From 3G to 4G: technology evolution and path dynamics in China’s mobile telecommunications sector. Technol Anal Strateg 23(10):1079–1093CrossRef Yu J (2011) From 3G to 4G: technology evolution and path dynamics in China’s mobile telecommunications sector. Technol Anal Strateg 23(10):1079–1093CrossRef
Zurück zum Zitat Yun J, Won D, Jeong E, Par K, Yang J, Park J (2016) The relationship between technology, business model, and market in autonomous car and intelligent robot industries. Technol Forecast Soc 103:142–155CrossRef Yun J, Won D, Jeong E, Par K, Yang J, Park J (2016) The relationship between technology, business model, and market in autonomous car and intelligent robot industries. Technol Forecast Soc 103:142–155CrossRef
Metadaten
Titel
Identifying and structuring service functions of mobile applications in Google’s Android Market
verfasst von
Yongyoon Suh
Yongtae Park
Publikationsdatum
01.12.2017
Verlag
Springer Berlin Heidelberg
Erschienen in
Information Systems and e-Business Management / Ausgabe 2/2018
Print ISSN: 1617-9846
Elektronische ISSN: 1617-9854
DOI
https://doi.org/10.1007/s10257-017-0366-7

Weitere Artikel der Ausgabe 2/2018

Information Systems and e-Business Management 2/2018 Zur Ausgabe