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Erschienen in: Journal of Intelligent Manufacturing 3/2018

25.07.2015

Design of informatics-based services in manufacturing industries: case studies using large vehicle-related databases

verfasst von: Chie-Hyeon Lim, Min-Jun Kim, Jun-Yeon Heo, Kwang-Jae Kim

Erschienen in: Journal of Intelligent Manufacturing | Ausgabe 3/2018

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Abstract

Numerous companies in manufacturing industries have “servitized” their value propositions to address issues on product commoditization and sustainability. A key component of servitization is informatics, which transforms product and customer data into information for customers. In this study, informatics-based service is defined as a type of service wherein informatics is crucial to customer value creation. Despite the importance of this concept, studies on the design of informatics-based services in manufacturing industries are rare. This paper reports on two case studies on such designs. Informatics-based services have been designed for a major Korean automobile manufacturer and the Korea Transportation Safety Authority (TS) based on their large vehicle-related databases. The first case study with the automobile manufacturer aims to design vehicle operations and health management services for passenger vehicle drivers while the second study with TS focuses on the design of driving safety enhancement services for commercial vehicle (i.e., bus, taxi, and truck) drivers. Based on the case studies, this paper discusses various aspects of informatics-based service design in manufacturing industries. This study would assist researchers and practitioners in designing new informatics-based services and contribute to promoting and inspiring research on intelligent services in manufacturing industries under the current information economy.

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Literatur
Zurück zum Zitat Akter, S., D’Ambra, J., & Ray, P. (2013). Development and validation of an instrument to measure user perceived service quality of mHealth. Information & Management, 50(4), 181–195.CrossRef Akter, S., D’Ambra, J., & Ray, P. (2013). Development and validation of an instrument to measure user perceived service quality of mHealth. Information & Management, 50(4), 181–195.CrossRef
Zurück zum Zitat Baines, T. S., Lightfoot, H. W., Evans, S., Neely, A., Greenough, R., Peppard, J., et al. (2007). State-of-the-art in product–service systems. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 221(10), 1543–1552.CrossRef Baines, T. S., Lightfoot, H. W., Evans, S., Neely, A., Greenough, R., Peppard, J., et al. (2007). State-of-the-art in product–service systems. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 221(10), 1543–1552.CrossRef
Zurück zum Zitat Bettencourt, L. (2010). Service innovation: How to go from customer needs to breakthrough services. London: McGraw-Hill. Bettencourt, L. (2010). Service innovation: How to go from customer needs to breakthrough services. London: McGraw-Hill.
Zurück zum Zitat Boehm, M., & Thomas, O. (2013). Looking beyond the rim of one’s teacup: A multidisciplinary literature review of product-service systems in information systems, business management, and engineering & design. Journal of Cleaner Production, 51, 245–260.CrossRef Boehm, M., & Thomas, O. (2013). Looking beyond the rim of one’s teacup: A multidisciplinary literature review of product-service systems in information systems, business management, and engineering & design. Journal of Cleaner Production, 51, 245–260.CrossRef
Zurück zum Zitat Booch, G., Rumbaugh, J., & Jacobson, I. (2005). The unified modeling language user guide. New Delhi: Pearson Education. Booch, G., Rumbaugh, J., & Jacobson, I. (2005). The unified modeling language user guide. New Delhi: Pearson Education.
Zurück zum Zitat Cavalieri, S., & Pezzotta, G. (2012). Product–service systems engineering: State of the art and research challenges. Computers in Industry, 63(4), 278–288.CrossRef Cavalieri, S., & Pezzotta, G. (2012). Product–service systems engineering: State of the art and research challenges. Computers in Industry, 63(4), 278–288.CrossRef
Zurück zum Zitat Chai, K. H., Zhang, J., & Tan, K. C. (2005). A TRIZ-based method for new service design. Journal of Service Research, 8(1), 48–66.CrossRef Chai, K. H., Zhang, J., & Tan, K. C. (2005). A TRIZ-based method for new service design. Journal of Service Research, 8(1), 48–66.CrossRef
Zurück zum Zitat Chien, C., Chang, K., & Wang, W. (2014). An empirical study of design-of-experiment data mining for yield-loss diagnosis for semiconductor manufacturing. Journal of Intelligent Manufacturing, 25, 961–972.CrossRef Chien, C., Chang, K., & Wang, W. (2014). An empirical study of design-of-experiment data mining for yield-loss diagnosis for semiconductor manufacturing. Journal of Intelligent Manufacturing, 25, 961–972.CrossRef
Zurück zum Zitat Ding, K., Jiang, P., & Zheng, M. (2015). Environmental and economic sustainability-aware resource service scheduling for industrial product service systems. Journal of Intelligent Manufacturing. doi:10.1007/s10845-015-1051-7. Ding, K., Jiang, P., & Zheng, M. (2015). Environmental and economic sustainability-aware resource service scheduling for industrial product service systems. Journal of Intelligent Manufacturing. doi:10.​1007/​s10845-015-1051-7.
Zurück zum Zitat Erl, T. (2004). Service-oriented architecture: A field guide to integrating XML and web services. New Jersey: Prentice Hall PTR. Erl, T. (2004). Service-oriented architecture: A field guide to integrating XML and web services. New Jersey: Prentice Hall PTR.
Zurück zum Zitat Fisher, C., & Schutta, J. (2003). Developing new services. Milwaukee: ASQ Quality Press. Fisher, C., & Schutta, J. (2003). Developing new services. Milwaukee: ASQ Quality Press.
Zurück zum Zitat Glushko, R. J. (2010). Seven contexts for service system design. In P. P. Maglio, C. A. Kieliszewski, J. Spohrer (Eds.), Handbook of service science (pp. 219–249). New York: Springer. Glushko, R. J. (2010). Seven contexts for service system design. In P. P. Maglio, C. A. Kieliszewski, J. Spohrer (Eds.), Handbook of service science (pp. 219–249). New York: Springer.
Zurück zum Zitat Goldstein, S. M., Johnston, R., Duffy, J., & Rao, J. (2002). The service concept: The missing link in service design research? Journal of Operations Management, 20(2), 121–134.CrossRef Goldstein, S. M., Johnston, R., Duffy, J., & Rao, J. (2002). The service concept: The missing link in service design research? Journal of Operations Management, 20(2), 121–134.CrossRef
Zurück zum Zitat Guo, F., & Fang, Y. (2013). Individual driver risk assessment using naturalistic driving data. Accident Analysis & Prevention, 61, 3–9.CrossRef Guo, F., & Fang, Y. (2013). Individual driver risk assessment using naturalistic driving data. Accident Analysis & Prevention, 61, 3–9.CrossRef
Zurück zum Zitat Ki, S., Kim, D., & Kim, H. (2010). Research on the insurance program of pay as you drive. Korea Insurance Research Institute report. Ki, S., Kim, D., & Kim, H. (2010). Research on the insurance program of pay as you drive. Korea Insurance Research Institute report.
Zurück zum Zitat Kim, K. J., Lim, C. H., Lee, D. H., Lee, J., Hong, Y. S., & Park, K. (2012). A concept generation support system for product–service system development. Service Science, 4(4), 349–364.CrossRef Kim, K. J., Lim, C. H., Lee, D. H., Lee, J., Hong, Y. S., & Park, K. (2012). A concept generation support system for product–service system development. Service Science, 4(4), 349–364.CrossRef
Zurück zum Zitat Kim, K. J., Lim, C. H., Heo, J. Y., Lee, D. H., Hong, Y. S., & Park, K. (2015). An evaluation scheme for product–service system models: Development of evaluation criteria and case studies. Service Business. doi:10.1007/s11628-015-0280-3. Kim, K. J., Lim, C. H., Heo, J. Y., Lee, D. H., Hong, Y. S., & Park, K. (2015). An evaluation scheme for product–service system models: Development of evaluation criteria and case studies. Service Business. doi:10.1007/s11628-015-0280-3.
Zurück zum Zitat Kim, K. J., Min, D. K., Yook, J., Park, J., Lee, J., Choi, J., et al. (2006). Development of customer-centered convergence service concepts: A systematic framework and a case study in telecommunications industry. IE Interfaces, 19(2), 140–152. Kim, K. J., Min, D. K., Yook, J., Park, J., Lee, J., Choi, J., et al. (2006). Development of customer-centered convergence service concepts: A systematic framework and a case study in telecommunications industry. IE Interfaces, 19(2), 140–152.
Zurück zum Zitat Kuo, T. C. (2013). Mass customization and personalization software development: A case study eco-design product service system. Journal of Intelligent Manufacturing, 24, 1019–1031.CrossRef Kuo, T. C. (2013). Mass customization and personalization software development: A case study eco-design product service system. Journal of Intelligent Manufacturing, 24, 1019–1031.CrossRef
Zurück zum Zitat Ladhari, R. (2010). Developing e-service quality scales: A literature review. Journal of Retailing and Consumer Services, 17(6), 464–477.CrossRef Ladhari, R. (2010). Developing e-service quality scales: A literature review. Journal of Retailing and Consumer Services, 17(6), 464–477.CrossRef
Zurück zum Zitat Lee, J., Kao, H. A., & Yang, S. (2014). Service innovation and smart analytics for industry 4.0 and big data environment. Procedia CIRP, 16, 3–8.CrossRef Lee, J., Kao, H. A., & Yang, S. (2014). Service innovation and smart analytics for industry 4.0 and big data environment. Procedia CIRP, 16, 3–8.CrossRef
Zurück zum Zitat Lee, S., Geum, Y., Lee, H., & Park, Y. (2012). Dynamic and multidimensional measurement of product–service system (PSS) sustainability: A triple bottom line (TBL)-based system dynamics approach. Journal of Cleaner Production, 32, 173–182.CrossRef Lee, S., Geum, Y., Lee, H., & Park, Y. (2012). Dynamic and multidimensional measurement of product–service system (PSS) sustainability: A triple bottom line (TBL)-based system dynamics approach. Journal of Cleaner Production, 32, 173–182.CrossRef
Zurück zum Zitat Lim, C. H., & Kim, K. J. (2014). Information service blueprint: A service blueprinting framework for information-intensive services. Service Science, 6(4), 296–312. Lim, C. H., & Kim, K. J. (2014). Information service blueprint: A service blueprinting framework for information-intensive services. Service Science, 6(4), 296–312.
Zurück zum Zitat Lim, C. H., & Kim, K. J. (2015). IT-enabled information-intensive services. IT Professional, 17(2), 26–32.CrossRef Lim, C. H., & Kim, K. J. (2015). IT-enabled information-intensive services. IT Professional, 17(2), 26–32.CrossRef
Zurück zum Zitat Lim, C. H., Kim, K. J., Hong, Y. S., & Park, K. (2012). PSS board: A structured tool for product–service system process visualization. Journal of Cleaner Production, 37, 42–53.CrossRef Lim, C. H., Kim, K. J., Hong, Y. S., & Park, K. (2012). PSS board: A structured tool for product–service system process visualization. Journal of Cleaner Production, 37, 42–53.CrossRef
Zurück zum Zitat Mehta, P., Werner, A., & Mears, L. (2015). Condition based maintenance-systems integration and intelligence using Bayesian classification and sensor fusion. Journal of Intelligent Manufacturing, 26, 331–346.CrossRef Mehta, P., Werner, A., & Mears, L. (2015). Condition based maintenance-systems integration and intelligence using Bayesian classification and sensor fusion. Journal of Intelligent Manufacturing, 26, 331–346.CrossRef
Zurück zum Zitat Mont, O. K. (2002). Clarifying the concept of product–service system. Journal of Cleaner Production, 10(3), 237–245.CrossRef Mont, O. K. (2002). Clarifying the concept of product–service system. Journal of Cleaner Production, 10(3), 237–245.CrossRef
Zurück zum Zitat Mortada, M.-A., Yacout, S., & Lakis, A. (2014). Fault diagnosis in power transformers using multi-class logical analysis of data. Journal of Intelligent Manufacturing, 25, 1429–1439.CrossRef Mortada, M.-A., Yacout, S., & Lakis, A. (2014). Fault diagnosis in power transformers using multi-class logical analysis of data. Journal of Intelligent Manufacturing, 25, 1429–1439.CrossRef
Zurück zum Zitat Neely, A. (2007). The servitization of manufacturing: An anlsysis of global trends. 14th European Operations Management Association. Neely, A. (2007). The servitization of manufacturing: An anlsysis of global trends. 14th European Operations Management Association.
Zurück zum Zitat Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1988). SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality. Journal of Retailing, 64(1), 12–40. Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1988). SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality. Journal of Retailing, 64(1), 12–40.
Zurück zum Zitat Reinartz, W., & Ulaga, W. (2008). How to sell services more profitably. Harvard Business Review, 86(5), 90. Reinartz, W., & Ulaga, W. (2008). How to sell services more profitably. Harvard Business Review, 86(5), 90.
Zurück zum Zitat Rothenberg, S. (2007). Sustainability through servicizing. MIT Sloan Management Review, 48(2), 83–91. Rothenberg, S. (2007). Sustainability through servicizing. MIT Sloan Management Review, 48(2), 83–91.
Zurück zum Zitat Saarijärvi, H., Grönroos, C., & Kuusela, H. (2014). Reverse use of customer data: Implications for service-based business models. Journal of Services Marketing, 28(7), 529–537.CrossRef Saarijärvi, H., Grönroos, C., & Kuusela, H. (2014). Reverse use of customer data: Implications for service-based business models. Journal of Services Marketing, 28(7), 529–537.CrossRef
Zurück zum Zitat Sakao, T., & Shimomura, Y. (2007). Service engineering: A novel engineering discipline for producers to increase value combining service and product. Journal of Cleaner Production, 15(6), 590–604.CrossRef Sakao, T., & Shimomura, Y. (2007). Service engineering: A novel engineering discipline for producers to increase value combining service and product. Journal of Cleaner Production, 15(6), 590–604.CrossRef
Zurück zum Zitat Scheuing, E. E., & Johnson, E. M. (1989). A proposed model for new service development. Journal of Services marketing, 3(2), 25–34.CrossRef Scheuing, E. E., & Johnson, E. M. (1989). A proposed model for new service development. Journal of Services marketing, 3(2), 25–34.CrossRef
Zurück zum Zitat Schumann, J. H., Wünderlich, N. V., & Wangenheim, F. (2012). Technology mediation in service delivery: A new typology and an agenda for managers and academics. Technovation, 32(2), 133–143.CrossRef Schumann, J. H., Wünderlich, N. V., & Wangenheim, F. (2012). Technology mediation in service delivery: A new typology and an agenda for managers and academics. Technovation, 32(2), 133–143.CrossRef
Zurück zum Zitat Shokohyar, S., Mansour, S., & Karimi, B. (2014). A model for integrating services and product EOL management in sustainable product service system (S-PSS). Journal of Intelligent Manufacturing, 25, 427–440.CrossRef Shokohyar, S., Mansour, S., & Karimi, B. (2014). A model for integrating services and product EOL management in sustainable product service system (S-PSS). Journal of Intelligent Manufacturing, 25, 427–440.CrossRef
Zurück zum Zitat Tukker, A. (2004). Eight types of product–service system: Eight ways to sustainability? Experiences from SusProNet. Business strategy and the environment, 13(4), 246–260.CrossRef Tukker, A. (2004). Eight types of product–service system: Eight ways to sustainability? Experiences from SusProNet. Business strategy and the environment, 13(4), 246–260.CrossRef
Zurück zum Zitat Tukker, A. (2015). Product services for a resource-efficient and circular economy–A review. Journal of Cleaner Production, 97, 76–91.CrossRef Tukker, A. (2015). Product services for a resource-efficient and circular economy–A review. Journal of Cleaner Production, 97, 76–91.CrossRef
Zurück zum Zitat Tukker, A., & Tischner, U. (2006). Product-services as a research field: Past, present and future. Reflections from a decade of research. Journal of Cleaner Production, 14(17), 1552–1556.CrossRef Tukker, A., & Tischner, U. (2006). Product-services as a research field: Past, present and future. Reflections from a decade of research. Journal of Cleaner Production, 14(17), 1552–1556.CrossRef
Zurück zum Zitat White, S. A. (2004). Introduction to BPMN. Technical report, BPTrends. White, S. A. (2004). Introduction to BPMN. Technical report, BPTrends.
Zurück zum Zitat Zhang, Z., Wang, Y., & Wang, K. (2013). Fault diagnosis and prognosis using wavelet packet decomposition, Fourier transform and artificial neural network. Journal of Intelligent Manufacturing, 24, 1213–1227.CrossRef Zhang, Z., Wang, Y., & Wang, K. (2013). Fault diagnosis and prognosis using wavelet packet decomposition, Fourier transform and artificial neural network. Journal of Intelligent Manufacturing, 24, 1213–1227.CrossRef
Zurück zum Zitat Zine, P. U., Kulkarni, M. S., Ray, A. K., & Chawla, R. (2014). Designing flexible service systems: Application to machine tools. Journal of Intelligent Manufacturing. doi:10.1007/s10845-014-0947-y. Zine, P. U., Kulkarni, M. S., Ray, A. K., & Chawla, R. (2014). Designing flexible service systems: Application to machine tools. Journal of Intelligent Manufacturing. doi:10.​1007/​s10845-014-0947-y.
Zurück zum Zitat Zomerdijk, L. G., & Voss, C. A. (2010). Service design for experience-centric services. Journal of Service Research, 13(1), 67–82.CrossRef Zomerdijk, L. G., & Voss, C. A. (2010). Service design for experience-centric services. Journal of Service Research, 13(1), 67–82.CrossRef
Metadaten
Titel
Design of informatics-based services in manufacturing industries: case studies using large vehicle-related databases
verfasst von
Chie-Hyeon Lim
Min-Jun Kim
Jun-Yeon Heo
Kwang-Jae Kim
Publikationsdatum
25.07.2015
Verlag
Springer US
Erschienen in
Journal of Intelligent Manufacturing / Ausgabe 3/2018
Print ISSN: 0956-5515
Elektronische ISSN: 1572-8145
DOI
https://doi.org/10.1007/s10845-015-1123-8

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