Service Science Management Engineering and Design (SSMED): a semiautomatic literature review

ABSTRACT SSMED (Service Science, Management Engineering and Design) is multidisciplinary by nature. However, some authors stated that SSMED publications remain focused on single scientific domains. This paper proposes a Semiautomatic Literature Review (SALR) using integrated techniques for knowledge extraction –‘Time Aware Knowledge Extraction’ (TAKE) – to analyse the interdisciplinarity of SSMED publications and the potential for transdisciplinarity based on the actual adoption of Service-Dominant Logic as the foundation of SSMED research. Findings reveal that: 1) most SSMED publications are not interdisciplinary and are mainly related to Management; 2) Service-Dominant Logic has been adopted very often in SSMED publications, paving the way for SSMED transdisciplinarity. This paper offers theoretical and practical insights by enhancing the knowledge about SSMED literature and enriching the state of the art related to techniques to perform literature reviews. Furthermore, it stimulates the expansion of scholars’ and managers’ views of holistic approaches to service systems while fostering SSMED viability.

[1]  R. Baumeister,et al.  Writing Narrative Literature Reviews , 1997, Review of General Psychology.

[2]  Paul P. Maglio,et al.  A Service Science Perspective on the Role of ICT in Service Innovation , 2015, ECIS.

[3]  J. Lopreato,et al.  General system theory : foundations, development, applications , 1970 .

[4]  Natalia Kryvinska,et al.  Service Systems and Service Innovation: Two Pillars of Service Science , 2016, ANT/SEIT.

[5]  Francesco Polese,et al.  Service Science, S-D Logic and Network Theory: Integrating the Perspectives for a New Research Agenda , 2009 .

[6]  Ann M. Lally,et al.  Innovation in Services: From Service Concepts to Service Experiences , 2008 .

[7]  James C. Spohrer,et al.  The human side of service engineering , 2013 .

[8]  Chien-Lung Hsu,et al.  A bibliometric study of SSME in information systems research , 2014, Scientometrics.

[9]  Peter Checkland,et al.  Systems Thinking, Systems Practice , 1981 .

[10]  A. Bryman Integrating quantitative and qualitative research: how is it done? , 2006 .

[11]  D. Tranfield,et al.  Towards a Methodology for Developing Evidence-Informed Management Knowledge by Means of Systematic Review , 2003 .

[12]  G. Smith,et al.  Bias in meta-analysis detected by a simple, graphical test , 1997, BMJ.

[13]  James C. Spohrer,et al.  A service research contribution to the global challenge of sustainability , 2017 .

[14]  Francesco Polese,et al.  Riflessioni Su Nascita E Sviluppo Della Scienza Del Servizio (Service Science, Management and Engineering) , 2008 .

[15]  A. Phene,et al.  The Stature of the Journal of International Business Studies , 1998 .

[16]  Petru A. Pop Doing Your Literature Review. Traditional and Systematic Techniques , 2015 .

[17]  Blaise Cronin,et al.  Bibliometrics and beyond: some thoughts on web-based citation analysis , 2001, J. Inf. Sci..

[18]  Thierry Ramadier,et al.  Transdisciplinarity and its challenges: the case of urban studies , 2004 .

[19]  Stephen L. Vargo,et al.  Service-Dominant Logic: Premises, Perspectives, Possibilities , 2014 .

[20]  E. Garfield The history and meaning of the journal impact factor. , 2006, JAMA.

[21]  Luca Carrubbo La Co-creazione di valore nelle destinazioni turistiche , 2013 .

[22]  C. Hart Doing a literature review: releasing the social science research imagination. , 1998 .

[23]  Fabio Cassia,et al.  The effects of goods-related and service-related B2B brand images on customer loyalty , 2017 .

[24]  Mary Jo Bitner,et al.  Moving Forward and Making a Difference: Research Priorities for the Science of Service , 2010 .

[25]  Stephen L. Vargo,et al.  Evolving to a New Dominant Logic for Marketing , 2004 .

[26]  Paul P. Maglio,et al.  The service system is the basic abstraction of service science , 2008, Proceedings of the 41st Annual Hawaii International Conference on System Sciences (HICSS 2008).

[27]  James C. Spohrer,et al.  Evolving service for a complex, resilient, and sustainable world , 2012 .

[28]  A. Goldberg General System Theory: Foundations, Development, Applications. , 1969 .

[29]  De-Li Yang,et al.  Services science, management, and engineering: A literature review in the perspective of management science , 2007, 2007 IEEE International Conference on Industrial Engineering and Engineering Management.

[30]  P. Cronin,et al.  Undertaking a literature review: a step-by-step approach. , 2008, British journal of nursing.

[31]  Stephen L. Vargo,et al.  Fostering a trans-disciplinary perspectives of service ecosystems , 2016 .

[32]  Francesco Polese,et al.  Linking the Viable System and Many-to-Many Network Approaches to Service Dominant Logic and Service Science , 2010 .

[33]  Paul P. Maglio,et al.  Toward a Science of Service Systems , 2010 .

[34]  Hsu-Min Chiang,et al.  Factors associated with quality of life in individuals with autism spectrum disorders: A review of literature , 2014 .

[35]  James C. Spohrer,et al.  Service Science , 2007, Journal of Grid Computing.

[36]  Bo Edvardsson,et al.  Service-Dominant Logic and Service Science as Lenses for Service Productivity , 2014 .

[37]  Steve Evans,et al.  Succeeding through service innovation : a service perspective for education, research, business and government , 2008 .

[38]  Jonas Poelmans,et al.  Analyzing Chat Conversations of Pedophiles with Temporal Relational Semantic Systems , 2012, 2012 European Intelligence and Security Informatics Conference.

[39]  Angela Boland,et al.  Doing a Systematic Review. A Student's Guide. Third Edition , 2023, Revue d'Épidémiologie et de Santé Publique.

[40]  Fabio Cassia,et al.  Service-based vs. goods-based positioning of the product concept: Effects on customer perceived value , 2015 .

[41]  Paul P. Maglio,et al.  Service Science: Toward a Smarter Planet , 2010 .

[42]  Bill Hefley,et al.  Service Science, Management and Engineering: Education for the 21st Century , 2008 .

[43]  Francesco Polese,et al.  A Brief Review of Systems Theories and Their Managerial Applications , 2010 .

[44]  Mary Jo Bitner,et al.  Services Science Journey: Foundations, Progress, and Challenges , 2008 .

[45]  Linda Dailey Paulson Services Science: A New Field for Today's Economy , 2006, Computer.

[46]  B. Erdogan Celebrity Endorsement: A Literature Review , 1999 .

[47]  D. Dalli,et al.  Theory of value co-creation: a systematic literature review , 2014 .

[48]  Stephen L. Vargo,et al.  Toward a conceptual foundation for service science: Contributions from service-dominant logic , 2008, IBM Syst. J..

[49]  Ian H. Witten,et al.  Learning to link with wikipedia , 2008, CIKM '08.

[50]  Assumptions, ambiguities, and possibilities in interdisciplinary population health research. , 2004, Canadian journal of public health = Revue canadienne de sante publique.

[51]  P. Maglio,et al.  The Emergence of Service Science: Toward Systematic Service Innovations to Accelerate Co‐Creation of Value , 2008 .

[52]  Zhen-hua Wan,et al.  Value propositions in accordance with service-dominant logic and service science: New insights into the Zhongguancun electrics market , 2014, Proceedings of 2014 IEEE International Conference on Service Operations and Logistics, and Informatics.

[53]  Ahmed Y. Tawfik,et al.  Towards a Temporal Extension of Formal Concept Analysis , 2001, Canadian Conference on AI.

[54]  Stephen L. Vargo,et al.  Service-Dominant Logic as a Foundation for Service Science: Clarifications , 2009 .

[55]  Jill K. Jesson,et al.  Doing Your Literature Review: Traditional and Systematic Techniques , 2011 .

[56]  Paul P. Maglio,et al.  Editorial---Service Science 2.0 , 2013 .

[57]  Bernhard Ganter,et al.  Formal Concept Analysis: Mathematical Foundations , 1998 .

[58]  G. Glass,et al.  Meta-analysis in social research , 1981 .

[59]  B. Green,et al.  Writing narrative literature reviews for peer-reviewed journals: secrets of the trade. , 2006, Journal of chiropractic medicine.

[60]  Rada Mihalcea,et al.  Wikify!: linking documents to encyclopedic knowledge , 2007, CIKM '07.

[61]  Gilles Neubert,et al.  A service science framework to enhance value creation in service innovation projects. An RFID case study , 2013 .

[62]  Vincenzo Loia,et al.  Hierarchical web resources retrieval by exploiting Fuzzy Formal Concept Analysis , 2012, Inf. Process. Manag..

[63]  Sergio Barile,et al.  Foundations of Systems Thinking: The Structure-System Paradigm , 2011 .

[64]  Orlando Troisi,et al.  How Service Innovation Contributes to Co-Create Value in Service Networks , 2016, IESS.

[65]  Francesco Polese,et al.  Smart Service Systems and Viable Service Systems: Applying Systems Theory to Service Science , 2010 .

[66]  Gandolfo Dominici,et al.  viable Systems Approach (vSA): Governing Business Dynamics , 2015 .

[67]  Yajie Miao,et al.  Enhancing Query-oriented Summarization based on Sentence Wikification , 2010 .

[68]  Orlando Troisi,et al.  SSMED and its multidisciplinary nature: an automatic literature review , 2017 .

[69]  David Smiley,et al.  Apache Solr 4 Enterprise Search Server , 2015 .

[70]  Sara Saggese,et al.  Evolution of the Debate on Control Enhancing Mechanisms: A Systematic Review and Bibliometric Analysis , 2016 .

[71]  Mark W. Lipsey,et al.  Practical Meta-Analysis , 2000 .

[72]  Luca Carrubbo,et al.  Service Innovation in Translational Medicine , 2017 .

[73]  Francesco Polese,et al.  Service Dominant Logic and Service Science: A Contribute Deriving from Network Theories , 2009 .

[74]  Ronald Rousseau,et al.  The journal download immediacy index (DII): experiences using a Chinese full-text database , 2010, Scientometrics.

[75]  Kristina Heinonen,et al.  Developing service research – paving the way to transdisciplinary research , 2016 .

[76]  Stephen L. Vargo,et al.  The Four Service Marketing Myths , 2004 .

[77]  Endre Száva-Kováts,et al.  Unfounded attribution of the "half-life" index-number of literature obsolescence to Burton and Kebler: A literature science study , 2002, J. Assoc. Inf. Sci. Technol..

[78]  Cristina Mele,et al.  Service Innovation as a process of sense-making , 2013 .

[79]  B. Nicolescu,et al.  The Transdisciplinary Evolution of the University Condition for Sustainable Development , 2018 .

[80]  Paul P. Maglio,et al.  Service systems, service scientists, SSME, and innovation , 2006, CACM.

[81]  Mimmo Parente,et al.  Time Aware Knowledge Extraction for microblog summarization on Twitter , 2015, Inf. Fusion.

[82]  Bernard C. K. Choi,et al.  Multidisciplinarity, interdisciplinarity and transdisciplinarity in health research, services, education and policy: 1. Definitions, objectives, and evidence of effectiveness. , 2006, Clinical and investigative medicine. Medecine clinique et experimentale.

[83]  J. G. Pratt,et al.  Extra-Sensory Perception after Sixty Years , 1941 .

[84]  James C. Spohrer,et al.  Service Science, Management, Engineering, and Design (SSMED): An Emerging Discipline - Outline & References , 2009, Int. J. Inf. Syst. Serv. Sect..

[85]  Vincenzo Loia,et al.  Formal and relational concept analysis for fuzzy-based automatic semantic annotation , 2013, Applied Intelligence.

[86]  Sabrina Senatore,et al.  Friendly web services selection exploiting fuzzy formal concept analysis , 2010, Soft Comput..

[87]  James C. Spohrer,et al.  Service science: Reframing progress with universities , 2013 .

[88]  Paul P. Maglio,et al.  Fundamentals of service science , 2008 .

[89]  Vincenzo Loia,et al.  The Demolition of Service Scientists’ Cultural-Boundaries , 2018, Handbook of Service Science, Volume II.

[90]  Irene C. L. Ng,et al.  Viable Service Systems and Decision Making in Service Management , 2012 .