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Product-Service Information Systems – Designing Product- Service Systems Univ.-Prof. Dr.-Ing. Wolfgang Maass Chair in Economics – Information and Service Systems (ISS) Saarland University, Saarbrücken, Germany WS 2011/2012 Fridays, 10 – 12 a.m. (c.t.) Room HS 020, B4 1

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Page 1: Product-Service Information Systems – Designing Product- …iss.uni-saarland.de/workspace/documents/prosis_9... · 2011. 12. 22. · Systems (SiDIS) Phase 1: Identification of Problem

Product-Service Information Systems – Designing Product-Service Systems Univ.-Prof. Dr.-Ing. Wolfgang Maass Chair in Economics – Information and Service Systems (ISS) Saarland University, Saarbrücken, Germany WS 2011/2012 Fridays, 10 – 12 a.m. (c.t.) Room HS 020, B4 1

Page 2: Product-Service Information Systems – Designing Product- …iss.uni-saarland.de/workspace/documents/prosis_9... · 2011. 12. 22. · Systems (SiDIS) Phase 1: Identification of Problem

Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 2

Agenda

1.  Introduction 2.  Design Science in Information Systems 3.  Nature of Products 4.  Guest Lecture: Product Design 5.  New Product Development (NPD) 6.  Nature of Services 7.  New Service Development (NSD) 8.  Nature of Product-Service Systems (PSS) 9.  Nature of Product-Service Information Systems 10.  Designing PSS (1) 11.  Designing PSS (2) 12.  Empirical Evaluation of PSS (1) 13.  Empirical Evaluation of PSS (2) 14.  Advanced Topics: Design Science of PSS

Page 3: Product-Service Information Systems – Designing Product- …iss.uni-saarland.de/workspace/documents/prosis_9... · 2011. 12. 22. · Systems (SiDIS) Phase 1: Identification of Problem

Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 3

Product-Service System Engineering (PSSE)

•  Integrated development of product-service systems requires adjustment of product development processes and long-term, strategic realignment of business models (Gräßle et al., 2010)

•  Status quo: only 50% of companies match physical good and service in early development phase (Gräßle et al., 2010)

•  Process characterized by high complexity – process models / design methods needed

•  Requirements for design methods ①  Equal treatment of physical good and service – methods focusing on

one side not adequate (Thomas et al., 2008) ②  Adequate methods for requirements engineering to ensure acceptance

by customers (Sturm & Bading, 2008; Rexfelt & Hjort, 2009) ③  Integration of value creation networks – applying external

competences (Beverungen et al., 2008)

(Gräßle et al., 2010)

Page 4: Product-Service Information Systems – Designing Product- …iss.uni-saarland.de/workspace/documents/prosis_9... · 2011. 12. 22. · Systems (SiDIS) Phase 1: Identification of Problem

Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 4

Classification of Methods for PSSE

Attribute Value

Abd

alla

(200

6)

Aur

ich

et a

l. (2

007)

Bot

ta e

t al.

(200

7)

Lind

ahl e

t al.

(200

8)

McA

lloon

e et

al.

(200

6)

Oks

ana

(200

4)

Mül

ler e

t al.

(200

8)

Rex

felt

& O

rnäs

(200

8)

Sche

nk e

t al.

(200

6)

Spat

h &

Dem

uß (2

006)

Thom

as e

t al.

(200

8)

Maa

ss &

Jan

zen

(201

1)

Origin Research + + + + + + + + + + + +

Practice -- + -- -- -- -- -- / -- -- -- +

Level of realization

Ready for practice / / + -- / -- -- -- -- -- + +

Need for research + + -- + + + + + + + -- /

Level of complexity

Low / / + -- / -- / / + + + /

High + + + + + + + + + + + +

Level of intensity

Low / / + -- / / / / + + + +

High + + + + + + + + + + + + (e.g., Gräßle et al., 2010)

Page 5: Product-Service Information Systems – Designing Product- …iss.uni-saarland.de/workspace/documents/prosis_9... · 2011. 12. 22. · Systems (SiDIS) Phase 1: Identification of Problem

Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 5

Classification of Methods for PSSE

Attribute Value

Abd

alla

(200

6)

Aur

ich

et a

l. (2

007)

Bot

ta e

t al.

(200

7)

Lind

ahl e

t al.

(200

8)

McA

lloon

e et

al.

(200

6)

Oks

ana

(200

4)

Mül

ler e

t al.

(200

8)

Rex

felt

& O

rnäs

(200

8)

Sche

nk e

t al.

(200

6)

Spat

h &

Dem

uß (2

006)

Thom

as e

t al.

(200

8)

Maa

ss &

Jan

zen

(201

1)

Domain Neutral + + + + + + + + -- -- + +

Specific -- -- -- -- -- -- -- -- + + -- --

Management Style

Focus on activities + + + n.a. + n.a. + n.a. n.a. n.a. + +

Focus on results + + + n.a. + n.a. + n.a. n.a. n.a. + +

Focus on decisions -- -- -- n.a. -- n.a. -- n.a. n.a. n.a. -- --

Documentation of results

Textual n.a. n.a. + n.a. n.a. n.a. n.a. n.a. n.a. n.a. + +

Graphical n.a. n.a. + n.a. n.a. n.a. n.a. n.a. n.a. n.a. + +

(e.g., Gräßle et al., 2010)

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Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 6

Principles for PSS Design Methods

Principles for design methods for information systems (Markus & Keil, 1994;

Walls et al., 1992, Markus et al., 2002)

Principles for design methods for PSS

P1 IS has to be "linked“ within the real world, e.g., specification of requirements, use cases and scenarios

Social-centered approach -- focus on social interactions between agents supported by technical services; consideration of physical objects

P2

Design method has to integrate diverse design steps and stakeholders

Interdisciplinary design teams – design activities and artifacts have to enable knowledge sharing and common understanding

P3 Option of discussions about diverse design proposals, e.g., supported by feedback loops

Incremental design approach – periodic evaluation of design artifacts and integration of feedback loops

P4 Evaluation of concepts and prototypes

P5 Formalization of system design Flexible design of PSS to cope with unpredictable events and entities; full specification of physical environments not possible; strongly modularized computing environments support flexibility (Yoo, 2010)

P6

Development of functional (rapid) prototypes and their iteration

Development of rapid prototypes, i.e. mock-ups

P7 Guidance through development process in all design steps

Guidance during all design steps; comprehensive method

Page 7: Product-Service Information Systems – Designing Product- …iss.uni-saarland.de/workspace/documents/prosis_9... · 2011. 12. 22. · Systems (SiDIS) Phase 1: Identification of Problem

Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 7

Situational Design Method for Information Systems (SiDIS)

Build

Evaluate

Design Activities Exemp. Design Artifacts Exemp. Evaluations

Phase 1: Identification of Problem and Needs

Phase 2: Design of Solution

Phase 3: Development

of Solution

Phase 4: Evaluation of

Solution

Build

Evaluate

Build

Evaluate

Build Evaluate Problem descriptions

Narratives; diagrammatic conceptual models; mock-ups

Propositional conceptual models; prototypes

Solutions

Qualitative studies

Lab studies

Engineering test methods

Field studies (Maass & Janzen,

2011; Janzen et al., 2011; Janzen

et al., 2010; Maass & Varshney, 2009)

Page 8: Product-Service Information Systems – Designing Product- …iss.uni-saarland.de/workspace/documents/prosis_9... · 2011. 12. 22. · Systems (SiDIS) Phase 1: Identification of Problem

Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 8

Situational Design Method for Information Systems (SiDIS)

Phase 1: Identification of Problem and Needs

Phase 2: Design of Solution

Phase 3: Development

of Solution

Phase 4: Evaluation of

Solution (Maass & Janzen,

2011; Janzen et al., 2011; Janzen

et al., 2010; Maass & Varshney, 2009)

T9: PSS Production

Page 9: Product-Service Information Systems – Designing Product- …iss.uni-saarland.de/workspace/documents/prosis_9... · 2011. 12. 22. · Systems (SiDIS) Phase 1: Identification of Problem

Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 9

Conceptual Models in SiDIS

•  Methodological approach of SiDIS bases on three types of conceptual models (CM)

•  “It has been proposed that there are four roles for conceptual models

(Kung & Sölvberg, 1986): Provide a way for developers and users to communicate, increase analysts understanding, serve as the basis for design, and serve as documentation of the original requirements of the system for maintenance purposes.” (Wand et al., 1995, p. 285)

→  CMs enable abstraction from technical issues and focus on aspects of

situations in which users and user groups perform activities supported by information and communication services (Wand et al., 1995)

→  CMs = shared understandings and vocabularies between different stakeholders during design process (Wand et al., 1995; March & Smith, 1995) CMLs, e.g.,

Entity-Relationship (Chen,1976)

models; Unified Modeling

Language (UML)

•  “A conceptual model is constructed using a conceptual modelling language (CML). The language specification consists of fundamental modelling constructs and rules on how they can be combined into meaningful "statements" about the modelled domain.” (Wand et al., 1995, p. 286)

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Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 10

Towards Explicit Domain Knowledge

Implicit domain knowledge

Explicit domain knowledge expressed by non-formal

language

Explicit domain knowledge expressed by formal language

Individual Conceptual Modeling

Conceptual Modeling System Design, Implementation, Execution

Translation 1 Translation 2

•  Languages: natural language, ‘language of thought’

•  in particular natural languages

•  Languages: OWL-DL, OWL2, OWL-Full, PL1, higher-order PL, non-logical mathematical languages

•  in particular symbolic languages

•  Languages: vocabularies, thesaurus, class diagrams, OWL Light, UML

•  in particular diagrammatic languages

Page 11: Product-Service Information Systems – Designing Product- …iss.uni-saarland.de/workspace/documents/prosis_9... · 2011. 12. 22. · Systems (SiDIS) Phase 1: Identification of Problem

Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 11

Problems with UML

•  e.g., Use case diagrams -  Supposed to be independent of any formal design -- conceptual structures by use cases

mislead developers about design structures -  Logical faults are introduced; prevent use case model from scaling up to large systems -  Non-logical relationships -- development of illogical use case models that have to be

completely deconstructed later during design

(Simons & Graham, 1999)

•  e.g., Class diagrams -  Strength and weakness of UML's class diagram = ability to capture

wide variety of semantic relationships -- anticipated, but not interpreted associations between entities in the analysis domain

-  Richness of representation confuses developer -- “They are wrestling simultaneously with analysis and design perspectives, with data modelling and client-server functional dependency perspectives, all in the same diagram.” (Simons & Graham, 1999, p. 254)

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Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 12

Conceptual Models in SiDIS

①  Narrative conceptual models of situations ②  Diagrammatic conceptual models (Pre-Artifacts) ③  Propositional conceptual models

It’s Thursday morning. Anna get site-specific weather information when she is brushing her teeth in the bathroom.

CM 1 CM 2 CM 3

Page 13: Product-Service Information Systems – Designing Product- …iss.uni-saarland.de/workspace/documents/prosis_9... · 2011. 12. 22. · Systems (SiDIS) Phase 1: Identification of Problem

Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 13

Situational Design Method for Information Systems (SiDIS)

It’s Thursday morning. Anna get site-specific weather information when she is brushing her teeth in the bathroom.

today

13th of January

13th of January

20th & 27th of January

20th & 27th of January

T9: PSS Production

Page 14: Product-Service Information Systems – Designing Product- …iss.uni-saarland.de/workspace/documents/prosis_9... · 2011. 12. 22. · Systems (SiDIS) Phase 1: Identification of Problem

Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 14

SiDIS Task 1: Identification of Problems and Needs

What is the problem that shall be solved? What is the motivation to design a solution?

•  Identification of (business or private) problems and needs •  Workshops with domain experts to identify problem that has to

be solved by the intended solution

•  Outcome: Description of (business or private) problems and/or needs

•  Involved stakeholders: Domain experts and computer scientists

Page 15: Product-Service Information Systems – Designing Product- …iss.uni-saarland.de/workspace/documents/prosis_9... · 2011. 12. 22. · Systems (SiDIS) Phase 1: Identification of Problem

Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 15

Praxis example: Application of SiDIS Task 1

•  Identification of needs in workshops with Duravit (manufacturer of high-end bathroom furniture)

①  Direct user interaction with contents in the

bathroom ②  Merging physical world of furniture with digital

world of contents ③  No “small windows to the digital world“ --

holistic product design ④  USP compared to competitors

Page 16: Product-Service Information Systems – Designing Product- …iss.uni-saarland.de/workspace/documents/prosis_9... · 2011. 12. 22. · Systems (SiDIS) Phase 1: Identification of Problem

Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 16

Situational Design Method for Information Systems (SiDIS)

It’s Thursday morning. Anna get site-specific weather information when she is brushing her teeth in the bathroom.

T9: PSS Production

Page 17: Product-Service Information Systems – Designing Product- …iss.uni-saarland.de/workspace/documents/prosis_9... · 2011. 12. 22. · Systems (SiDIS) Phase 1: Identification of Problem

Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 17

SiDIS Task 2: Derivation of situations (narrative CMs)

•  Imagine, the intended solution would be already available. How would it be used in everyday life?

(Century Dictionary Online)

•  Specification of usage situations in the domain of interest according to problems and needs defined together with domain experts

•  “A situation is any information that is used to describe the active part of a context of an entity. An entity is a person, place, physical or information object that is considered relevant to the actual interaction between users and services.” (Maass et al., to appear)

•  Outcome: Specification of usage situations in form of narratives

•  Involved stakeholders: Domain experts and computer scientists

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Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 18

What are Narratives?

“[…] Today we shall not meet. Yesterday, when we said good-bye, the clouds began gathering over the sky and a mist rose. I said that tomorrow it would be a bad day; she made no answer, she did not want to speak against her wishes; for her that day was bright and clear, not one cloud should obscure her happiness.[…]” (White Nights, Fjodor Dostojewski)

“I have just returned from a visit to my landlord — the solitary neighbour that I shall be troubled with. […]” (Wuthering Heights, Emily Brontë)

“ […] Wir nahmen den Fahrstuhl vom Erdgeschoss in den Keller. Die Leichenhalle befand sich am Ende des langen Korridors. Kaum trat ich ein, überwältigte mich der Chemiegeruch, ein süßlicher, stechender Mantel, der sich bereits nach einem Atemzug auf die Lungen zu legen schien. […]” (Die Chemie des Todes, Simon Beckett)

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Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 19

Praxis example: Application of SiDIS Task 2

•  Creativity workshops with Duravit

•  Part A: Generation of ideas via Brainwriting Pool method -  Development of situations together step by step -  Selection of situations via Spot method -- 12 resulting situations

Retrieval of site-specific weather information as well as free-time event suggestions according to weather forecast. Synchronization with calendar.

Exemplary situation:

•  Part B: Application of situations in real bathroom environment -  Specification of thematical scopes, e.g., emotion,

personalization; information and its realization, physical devices

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Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 20

Praxis example: Application of SiDIS Task 2

Retrieval of site-specific weather information as well as free-time event suggestions according to weather forecast. Synchronization with calendar.

green: IT; red: information; yellow: realization of information

Exemplary situation:

Page 21: Product-Service Information Systems – Designing Product- …iss.uni-saarland.de/workspace/documents/prosis_9... · 2011. 12. 22. · Systems (SiDIS) Phase 1: Identification of Problem

Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 21

Praxis example: Application of SiDIS Task 2

•  Derivation of narrative CMs based on situations

•  How to write a narrative within SiDIS? ①  Focus on entities of situation (actors, roles, information, environments) and interactions

between them ②  Instance level -- not type level ③  No technical or implementatory aspects ④  Understandable for everyone ⑤  Short and sweet

Narrative 1 Anna gets site-specific weather information when she is brushing her teeth in the bathroom. Based on weather information and her calendar, free-time event suggestions are given, e.g. "Today, 8 p.m. - Miss Marple Night at CinemaOne. Do you want to order tickets?”

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Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 22

Brainteaser

•  Designing the future lecture room: -  Direct user interaction with contents -  Merging physical world of lecture room with digital world of

contents

①  Generate 2 situations ②  Think about IT, information and forms of realization

of information in your situations ③  Write a narrative for one situation

•  You can send your solution to Sabine Janzen ([email protected]) for getting feedback.

As you like …

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Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 23

Outlook

1.  Introduction 2.  Design Science in Information Systems 3.  Nature of Products 4.  Guest Lecture: Product Design 5.  New Product Development (NPD) 6.  Nature of Services 7.  New Service Development (NSD) 8.  Nature of Product-Service Systems (PSS) 9.  Nature of Product-Service Information Systems 10.  Designing PSS (1) 11.  Designing PSS (2) 12.  Empirical Evaluation of PSS (1) 13.  Empirical Evaluation of PSS (2) 14.  Advanced Topics: Design Science of PSS

Page 24: Product-Service Information Systems – Designing Product- …iss.uni-saarland.de/workspace/documents/prosis_9... · 2011. 12. 22. · Systems (SiDIS) Phase 1: Identification of Problem

Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 24

Literature

Books: •  Abdalla, A. A. TRIZ Innovation Management Approach for Problem Definition and Product Service Systems, Shaker Verlag GmbH, 2006. •  Botta, C. Rahmenkonzept zur Entwicklung von Product-Service Systems, Eul Verlag, 2007. •  Oksana, M. Product-Service Systems: Panacea or Myth?, VdM Verlag, 2008.

Papers: •  Aurich, J. C., Schweitzer, E., Siener, M., Fuchs, C., Jenne, F. and Kirsten, U. "Life Cycle Management investiver PSS - Gestaltung und

Realisierung investiver Produkt-Service Systeme," WT Werkstatttechnik Online (97:7/8), 2007, pp. 579-585. •  Beverungen, D., Knackstedt, R. and Müller, O. "Entwicklung Serviceorientierter Architekturen zur Integration von Produktion und

Dienstleistung - Eine Konzeptionsmethode und ihre Anwendung am Beispiel des Recyclings elektronischer Geräte," WIRTSCHAFTSINFORMATIK (50), 2008, pp. 220-234.

•  Chen, P. "The Entity-Relationship Model -Toward a Unified View of Data," ACM Transactions on Database Systems (1:1), 1976, pp. 9-36. •  Gräßle, M., Thomas, O. and Dollmann, T. "Vorgehensmodelle des Product-Service Systems Engineering", in Thomas, O., Loos, P. and

Nüttgens, M., ed.,'Hybride Wertschöpfung', Springer Berlin Heidelberg, 10.1007/978-3-642-11855-5_5, 2010, pp. 82-129. •  Janzen, S., Blomqvist, E., Filler, A., Gönül, S., Kowatsch, T., Adamou, A., Germesin, S., Romanelli, M., Presutti, V., Cimen, C., Maass, W.,

Postaci, S., Alpay, E., Namli, T. and Erturkmen, G. B. L. "IKS Deliverable - D4.1 Report: AmI Case - Design and Implementation (Public)", IKS Project (FP7) , Technical report, EU project IKS, 2011.

•  Janzen, S., Kowatsch, T. and Maass, W. "A Methodology for Content-Centered Design of Ambient Environments"'Proc. of DESRIST 2010: Global Perspectives on Design Science Research', 2010.

•  Lindahl, M., Sandström, G. Ö., Sundin, E., Rönnbäck, A. Ö. And Östlin, J. "Learning networks: a method for Integrated Product and Service Engineering - experience from the IPSE project", in Mitsuishi, M., Ueda, K. and Kimura, F., ed.,'Manufacturing Systems and Technologies for the New Frontier', Springer London, 10.1007/978-1-84800-267-8_102, 2008, pp. 495-500.

•  Kung, C. H. & Sölvberg, A. ”Activity modeling and behavior modeling” Proc. of the IFIP WG 8.1 working conference on Information systems design methodologies: improving the practice, North-Holland Publishing Co., 1986, 145-171.

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Univ.-Prof. Dr.-Ing. Wolfgang Maass  

22.12.11 Slide 25

Literature

•  Maass, W. and Janzen, S. "Pattern-Based Approach for Designing with Diagrammatic and Propositional Conceptual Models"'Proc. of 6th International Conference on Design Science Research in Information Systems and Technology (DESRIST 2011), Milwaukee, Wisconsin, USA', 2011.

•  Maass, W. and Varshney, W. "A Framework for Smart Healthcare Situations and Smart Drugs"'Proc. of SIG-Health Pre-AMCIS Workshop at the 15th Americas Conference on Information Systems (AMCIS 2009)', 2009.

•  March, S. and Smith, G. "Design and natural science research on information technology," Decis. Support Syst. (15:4), 1995, pp. 251-266. •  McAloone, T. "Teaching and Implementation Models for Sustainable PSS Development. Motivations, Activities and Experiences",

Sustainable Consumption and Production. Opportunities and Threats. Launch conference of the Sustainable Consumption Research Exchange (SCORE!) Network 'Proc. of Launch conference of the Sustainable Consumption Research Exchange (SCORE!) Network', Wuppertal, 2006.

•  Müller, P. and Schmidt-Kretschmer, M. "Challenges in PSS development processes: New paradigms, new development methodology"'Proc. of International Seminar on PSS: Dynamic interdependency of products and services in the production area', Shaker Verlag GmbH, 2008, pp. 1-6.

•  Rexfelt, O. and Hjort af Ornäs, V. "Consumer acceptance of product-service systems: Designing for relative advantages and uncertainty reductions," Journal of Manufacturing Technology Management (20:5), 2009, pp. 674—99.

•  Schenk, M., Ryll, F. and Schady, R. "Anforderungen and den Produktentwicklungsprozess für hybride Produkte im Anlagenbau," Industrie Management (22:1), 2006, pp. 55-58.

•  Simons, A. J. H. and Graham, I. "30 Things that Go Wrong in Object Modeling with UML 1.3"'BEHAVIORAL SPECIFICATIONS OF BUSINESSES AND SYSTEMS', Kluwer Academic Publishers, 1999, pp. 237-257.

•  Spath, D. and Demuß, L. "Entwicklung hybrider Produkte: Gestaltung materieller und immaterieller Leistungsbündel", in Bullinger, H.-J. and Scheer, A.-W., ed.,'Service Engineering', Springer Berlin Heidelberg, 10.1007/3-540-29473-2_20, 2006, pp. 463-502.

•  Sturm, F. and Bading, A. "Investitionsgüterhersteller als Anbieter industrieller Lösungen – Bestandsaufnahme des Wandels anhand einer Umfrage," Wirtschaft (3), 2008, pp. 174-186.

•  Thomas, O., Walter, P. and Loos, P. "Product-Service Systems: Konstruktion und Anwendung einer Entwicklungsmethodik," WIRTSCHAFTSINFORMATIK (50), 2008, pp. 208-219.

•  Wand, Y., Monarchi, D., Parsons, J. and Woo, C. "Theoretical foundations for conceptual modelling in information systems development," Decision Support Systems (15), 1995, pp. 285-304.

•  Yoo, Y. "Computing in Everyday Life: A Call for Research on Experiential Computing," MIS Quarterly (34:2), 2010, pp. 213-231.

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Univ.-Prof. Dr.-Ing. Wolfgang Maass  

Univ.-Prof. Dr.-Ing. Wolfgang Maass Chair in Information and Service Systems Saarland University, Germany