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Engineering of Augmented Reality-Based Information Systems

Design and Implementation for Intralogistics Services

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The development of augmented reality glasses is still ongoing and faces barriers in diffusion and concerns about their impact on users, organizations and society. The study aims to find sufficient solutions for this struggling digital innovation and to provide guidance for the implementation of augmented reality glasses in design-oriented projects. During a 3-year consortium research, acceptance and privacy have been identified as major phenomena that influence the adoption of augmented reality glasses in the logistics domain. To forge ahead digital innovation research, the focus of the presented research lies on the diffusion of this technology with design knowledge for the development of augmented reality glasses-based systems. Evidence and artifacts contribute to the still limited knowledge of system design based on augmented reality glasses from a domain-specific instantiation and an implementation framework.

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  • Azuma R (1997) A survey of augmented reality. Presence Teleoper Virtual Environ 6:355–385.

    Article  Google Scholar 

  • Baskerville R, Pries-Heje J (2014) Design theory projectability. In: Working conference on information systems and organization. Springer, Heidelberg, pp 219–232

  • Bélanger F, Crossler RE (2011) Privacy in the digital age: a review of information privacy research in information systems. MIS Q 35:1017–1041

    Article  Google Scholar 

  • Berkemeier L, McGuire M-R, Steinmann S et al (2017a) Datenschutzrechtliche Anforderungen an Smart Glasses-basierende Informationssysteme in der Logistik. In: Eibl M, Gaedke M (eds) Informatik 2017. Lecture notes in informatics (LNI), Chemnitz, pp 1037–1048

  • Berkemeier L, Werning S, Zobel B et al (2017b) Der Kunde als Dienstleister: Akzeptanz und Gebrauchstauglichkeit von Smart Glasses im Self-Service. HMD Prax Wirtschaftsinformatik 54:781–794

    Article  Google Scholar 

  • Berkemeier L, Menzel L, Remark F, Thomas O (2018) Acceptance by design: towards an acceptable smart glasses-based information system based on the example of cycling training. In: Multikonferenz Wirtschaftsinformatik, Lüneburg

  • Bohn D (2018) Intel is giving up on its smart glasses. In: Accessed 23 Jun 2018

  • Brooke J (1996) SUS: a quick and dirty usability scale. In: Jordan PW, Thomas B, Weerdmeester BA, McClelland IL (eds) Usability evaluation in industry. Taylor & Francis, London, pp 189–194

    Google Scholar 

  • Däuble G, Özcan D, Niemöller C et al (2015) Design of user-oriented mobile service support systems – analyzing the eligibility of a use case catalog to guide system development: design of user-oriented mobile service support systems – analyzing the eligibility of a use case catalog to guide system. In: Proceedings 12. Internationale Tagung Wirtschaftsinformatik, Osnabrück, pp 149–163

  • Davis FD, Bagozzi RP, Warshaw PR (1989) User acceptance of computer technology: a comparison of two theoretical models. Manag Sci 35:982–1003.

    Article  Google Scholar 

  • Elder S, Vakaloudis A (2015) Towards uniformity for smart glasses devices: an assessment of function as the driver for standardisation. In: 2015 IEEE international symposium on technology and society. IEEE, New York, pp 1–7

  • Ernst C-PH, Stock B, dos Santos Ferreira TP (2016) The usage of augmented reality smartglasses: the role of perceived substitutability. In: Proceedings AMCIS. Accessed 30 Nov 2018

  • Fettke P (2006) State-of-the-art des state-of-the-art. Wirtschaftsinformatik 48(4):257–266

    Article  Google Scholar 

  • Fichman RG, Dos Santos BL, Zheng Z (2014) Digital innovation as a fundamental and powerful concept in the information systems curriculum. MIS Q 38:329–343.

    Article  Google Scholar 

  • Fraunhofer SCS (2018) Umsatz der Logistikbranche in Deutschland von 1995 bis 2017. In: Handelsblatt. n.d. Statista. Accessed 23 Jun 2018

  • Google Inc. (2015a) We’re graduating from Google[x] labs. In: Google Plus Public Status. Accessed 23 Jun 2018

  • Google Inc. (2015b) Design for glass. In: Google Dev. Accessed 27 Jun 2018

  • Gregor S, Hevner AR (2013) Positioning and presenting design science: types of knowledge in design science research. MIS Q 37:337–355

    Article  Google Scholar 

  • Hein EDW, Rauschnabel AP (2016) Augmented reality smart glasses and knowledge management: a conceptual framework for enterprise social networks. In: Rossmann A, Stei G, Besch M (eds) Enterprise social networks: Erfolgsfaktoren für die Einführung und Nutzung – Grundlagen, Praxislösungen, Fallbeispiele. Springer, Wiesbaden, pp 83–109

    Google Scholar 

  • Herterich MM, Peters C, Uebernickel F et al (2015) Mobile work support for field service: a literature review and directions for future research. In: Internationale Tagung Wirtschaftsinformatik, pp 134–148. Accessed 30 Nov 2018

  • Hevner AR, March ST, Park J, Ram S (2004) Design science in information systems research. MIS Q 28:75–105.

    Article  Google Scholar 

  • Hobert S, Schumann M (2017) Enabling the adoption of wearable computers in enterprises – results of analyzing influencing factors and challenges in the industrial sector. In: Proceedings of the 50th Hawaii international conference on system sciences, pp 4276–4285

  • Hofmann B, Haustein D, Landeweerd L (2017) Smart-glasses: exposing and elucidating the ethical issues. Sci Eng Ethics 23:701–721.

    Article  Google Scholar 

  • Ives B, Palese B, Rodriguez JA (2016) Enhancing customer service through the internet of things and digital data streams. MIS Q Exec 15:279–297

    Google Scholar 

  • Jacobson I, Spence I, Kerr B (2011) Use-case 2.0: the guide to succeeding with use cases. Ivar Jacobson International, New York

    Google Scholar 

  • Kalogerakis K, Lüthje C, Herstatt C (2010) Developing innovations based on analogies: experience from design and engineering consultants. J Prod Innov Manag 27:418–436

    Article  Google Scholar 

  • Kim H-C (2015) Acceptability Engineering: the study of user acceptance of innovative technologies. J Appl Res Technol 13:230–237.

    Article  Google Scholar 

  • Klinker K, Fries V, Wiesche M, Krcmar H (2017) CatCare: designing a serious game to foster hand hygiene compliance in health care facilities. In: Proceedings of the 12th international conference on design science research in information systems and technology, pp 20–28

  • Koelle M, Kranz M, Andreas M (2015) Don’t look at me that way! – understanding user attitudes towards data glasses usage. In: MobileHCI’15, pp 362–372

  • Koelle M, El Ali A, Cobus V et al (2017) All about acceptability? identifying factors for the adoption of data glasses. In: Proceeding of the 2017 CHI conference human factors computing systems, pp 295–300.

  • Koops B-J, Leenes R (2014) Privacy regulation cannot be hardcoded. A critical comment on the ‘privacy by design’ provision in data-protection law. Int Rev Law Comput Technol 28:159–171.

    Article  Google Scholar 

  • Langheinrich M (2001) Privacy by design – principles of privacy-aware ubiquitous systems. Springer, Heidelberg, pp 273–291

    Google Scholar 

  • Lars Nagel, Moritz Roidl GF (2004) The internet of things: on standardisation in the domain of intralogistics. In: First international conference on the internet of things, pp 76–81

  • Ma D, Fan X, Gausemeier J, Grafe M (2011) Virtual reality and augmented reality in industry. Springer, Heidelberg

    Book  Google Scholar 

  • Matijacic M, Fellmann M, Özcan D et al (2013) Elicitation and consolidation of requirements for mobile technical customer services support systems – a multi-method approach. In: Proceedings of the 34th international conference on information systems, pp 1–16

  • Mehler-Bicher A, Steiger L (2011) Augmented reality: theorie und praxis. Oldenbourg, München

    Book  Google Scholar 

  • Meta Company (2017) Interface design. In: Meta Devcenter Des. UI Guidel. Accessed 22 Jun 2018

  • Metzger D, Niemöller C, Thomas O (2016) Design and demonstration of an engineering method for service support systems. Inf Syst E Bus Manag 14:1–35.

    Article  Google Scholar 

  • Metzger D, Niemöller C, Wingert B et al (2017) How machines are serviced – design of a virtual reality-based training system for technical customer services. In: Leimeister JM, Brenner W (eds) Proceedings der 13. Internationalen Tagung Wirtschaftsinformatik. AISeL, St. Gallen, pp 604–618

  • Metzger D, Niemöller C, Jannaber S et al (2018) The next generation: design and implementation of a smart glasses-based modelling system. Enterp Model Inf Syst Archit – Int J Concept Model (accepted for publication)

  • Milgram P, Kishino F (1994) A taxonomy of mixed reality visual displays. In: IEICE TRANSACTIONS on information and systems. The institute of electronics, information and communication engineers, pp 1321–1329

  • Misoch S (2015) Qualitative interviews. De Gruyter Oldenbourg, Berlin

    Book  Google Scholar 

  • Myers M (2009) Qualitative research in business and management. Sage, London

    Google Scholar 

  • Myers MD, Newman M (2007) The qualitative interview in IS research: examining the craft. Inf Organ 17:2–26.

    Article  Google Scholar 

  • Niemöller C, Metzger D, Thomas O et al (2015) Smart Glasses zur Unterstützung von Logistikdienstleistungen – Bedarfsorientierte Informationsbereitstellung zur Prozesssteuerung. Product. 20/4 20:13–16

  • Niemöller C, Metzger D, Fellmann M et al (2016) Shaping the future of mobile service support systems – ex-ante evaluation of smart glasses in technical customer service processes. In: Mayr HC, Pinzger M (eds) Informatik von Menschen für Menschen. LNI 259, Klagenfurt, pp 753–767

  • Niemöller C, Metzger D, Thomas O (2017a) Design and evaluation of a smart glasses-based service support system. In: Leimeister JM, Brenner W (eds) Proceedings der 13. Internationalen Tagung Wirtschaftsinformatik. AISeL, St. Gallen, pp 106–120

  • Niemöller C, Zobel B, Berkemeier L et al (2017b) Sind Smart Glasses die Zukunft der Digitalisierung von Arbeitsprozessen? Explorative Fallstudien zukünftiger Einsatzszenarien in der Logistik. In: Leimeister JM, Brenner W (eds) Proceedings der 13. Internationalen Tagung Wirtschaftsinformatik. St. Gallen, pp 410–424

  • Nylén D, Holmström J (2015) Digital innovation strategy: a framework for diagnosing and improving digital product and service innovation. Bus Horiz 58:57–67

    Article  Google Scholar 

  • Oates BJ (2006) Researching information systems and computing. Sage, Thousand Oaks

    Google Scholar 

  • Österle H, Becker J, Frank U et al (2011) Memorandum on design-oriented information systems research. Eur J Inf Syst 20:7–10.

    Article  Google Scholar 

  • Paetsch F, Eberlein A, Maurer F (2003) Requirements engineering and agile software development. In: 12th IEEE international workshop on enabling technologies: infrastructure for collaborative enterprises

  • Porter ME, Heppelmann JE (2014) How smart, connected products are transforming competition. Harv Bus Rev 92:64–88

    Google Scholar 

  • Rai A, Burton-Jones A, Chen H et al (2017) Diversity of design science research. MIS Q 41:3–18

    Google Scholar 

  • Rauschnabel PA, Ro YK (2016) Augmented reality smart glasses: an investigation of technology acceptance drivers. Int J Technol Mark 11:1–26.

    Google Scholar 

  • Schumpeter JA (1934) The theory of economic development. Cambridge University Press, Cambridge

    Google Scholar 

  • Segura S, Thiesse F (2015) Extending UTAUT2 to explore pervasive information systems. In: Proceedings of the European conference on information systems. Paper 154

  • Soinio J, Tanskanen K, Finne M (2012) How logistics-service providers can develop value-added services for SMEs: a dyadic perspective. Int J Logist Manag 23:31–49.

    Article  Google Scholar 

  • Sonnenberg C, vom Brocke J (2012) Evaluations in the science of the artificial – reconsidering the build-evaluate pattern in design science research. In: Peffers K, Rothenberger M, Kuechler B (eds) DESRIST 2012. Springer, Heidelberg, pp 381–397

    Google Scholar 

  • Sony Corporation (2017) Design guidelines. In: Sony Dev. World. Accessed 27 Jun 2018

  • Statistisches Bundesamt (2017) Umsatz der Unternehmen in Deutschland nach Wirtschaftszweigen im Jahr 2016. Statista

  • Sutherland IE (1968) A head-mounted three dimensional display. In: AFIPS’68 (Fall, part I) Proceedings of the December 9–11, 1968, fall joint computer conference, part I. ACM, New York, pp 757–764

  • Tanuma K, Sato T, Nomura M, Nakanishi M (2011) Comfortable design of task-related information displayed using optical see-through head-mounted display. In: Salvendy G, Smith MJ (eds) Human interface and the management of information. Springer, Heidelberg, pp 418–429

    Google Scholar 

  • Ubimax GmbH (2015) High speed sequencing with zero errors. In: Ubimax Cust. Stories. Accessed 23 Jun 2018

  • Ubimax GmbH (2017) Fast and flexible picking at syncreon. In: Ubimax Cust. Stories. Accessed 23 Jun 2018

  • Uchiyama T, Tanuma K, Fukuda Y, Nakanishi M (2013) GUI design solution for a monocular, see-through head-mounted display based on users’ eye movement characteristics. In: Shumaker R (ed) Virtual, augmented and mixed reality: applications of virtual and augmented reality. Springer, Heidelberg, pp 231–240

    Google Scholar 

  • Vaishnavi VK, Kuechler W Jr (2007) Design science research methods and patterns: innovating information and communication technology. Auerbach, Boston

    Book  Google Scholar 

  • Vaishnavi VK, Kuechler W (2015) Design science research methods and patterns: innovating information and communication technology. CRC Press, Boca Raton

    Book  Google Scholar 

  • Venable J, Pries-Heje J, Baskerville R (2016) FEDS: a framework for evaluation in design science research. Eur J Inf Syst 25:77–89

    Article  Google Scholar 

  • Venkatesh V, Morris MG, Davis GB, Davis FD (2003) User acceptance of information technology: towards a unified view. MIS Q 27:425–478.

    Article  Google Scholar 

  • Volkswagen AG (2015) Volkswagen rolls out 3D smart glasses as standard equipment. In: Volkswagen AG News. Accessed 23 Jun 2018

  • Webster J, Watson RT (2002) Analyzing the past to prepare for the future: writing a literature review. MIS Q 26:13–23.

    Google Scholar 

  • Yoo Y, Henfridsson O, Lyytinen K (2010a) The new organizing logic of digital innovation: an agenda for information systems research. Inf Syst Res 21:724–735.

    Article  Google Scholar 

  • Yoo Y, Lyytinen KJ, Boland RJ, Berente N (2010b) The next wave of digital innovation: opportunities and challenges: a report on the research workshop “Digital Challenges in Innovation Research.” Available SSRN 1622170 1–37.

  • Zhou T (2012) Examining location-based services usage from the perspectives of unified theory of acceptance and use of technology and privacy risk. J Electron Commer Res 13:135

    Google Scholar 

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This research study is based on the Project GLASSHOUSE (Grant No. 02K14A090), funded by the German Federal Ministry of Education and Research (BMBF) within the Program “Innovations for Tomorrow’s Production, Services and Work” and managed by the Project Management Agency Karlsruhe (PTKA).

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Correspondence to Benedikt Zobel.

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Accepted after two revisions by the editors of the special issue.

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Berkemeier, L., Zobel, B., Werning, S. et al. Engineering of Augmented Reality-Based Information Systems. Bus Inf Syst Eng 61, 67–89 (2019).

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