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Volumn 2, Issue 1, 2017, Pages

Value creation in big data scenarios: A literature survey

Author keywords

Big Data; Identification of value creation in organizations; Perception of value creation in organizations; Predictive analytics

Indexed keywords


EID: 85032867605     PISSN: 24248622     EISSN: 24248630     Source Type: Journal    
DOI: 10.1142/S2424862217500026     Document Type: Article
Times cited : (41)

References (47)
  • 1
    • 84906061736 scopus 로고    scopus 로고
    • Business analytics: Why now and what next?
    • Acito F and V Khatri (2014). Business analytics: Why now and what next? Business Horizons, 57, 565–570.
    • (2014) Business Horizons , vol.57 , pp. 565-570
    • Acito, F.1    Khatri, V.2
  • 2
    • 85150675314 scopus 로고    scopus 로고
    • Nepal: Procurement Monitoring Office Understanding Value Engineering and Its Application in Nepalese Context. Accessed on 13 March 2017. [online]
    • Adhikari, RP (2013). Understanding value engineering and its application in Nepalese context. Nepal: Procurement Monitoring Office. Available at http://www.academia.edu/15133940/Understanding Value Engineering and Its Application in Nepalese Context. Accessed on 13 March 2017. [online].
    • (2013) Understanding Value Engineering and Its Application in Nepalese Context
    • Adhikari, R.P.1
  • 3
    • 84961206877 scopus 로고    scopus 로고
    • Big data analytics in E-commerce: A systematic review and agenda for future research
    • Akter, S and SF Wamba (2016). Big data analytics in E-commerce: A systematic review and agenda for future research. Electron Markets, 1–22.
    • (2016) Electron Markets , pp. 1-22
    • Akter, S.1    Wamba, S.F.2
  • 5
    • 85150675456 scopus 로고    scopus 로고
    • Babu, P and SH Sastry (2014). Big data and predictive analytics in ERP systems for automating decision making process. In Int. Conf. Software Engineering and Service Sciences, pp. 259–262. Beijing
    • Babu, P and SH Sastry (2014). Big data and predictive analytics in ERP systems for automating decision making process. In Int. Conf. Software Engineering and Service Sciences, pp. 259–262. Beijing.
  • 6
    • 84937598363 scopus 로고    scopus 로고
    • An assessment of visualization tools for patient monitoring and medical decision making
    • Barnes, LE et al. (2015). An assessment of visualization tools for patient monitoring and medical decision making. Systems and Information Engineering Design Symp. pp. 212–217.
    • (2015) Systems and Information Engineering Design Symp , pp. 212-217
    • Barnes, L.E.1
  • 7
    • 85045758579 scopus 로고    scopus 로고
    • Analytics, challenges and applications in big data environment: A survey
    • Bendre, MR and VR Thool (2016). Analytics, challenges and applications in big data environment: A survey. Journal of Management Analytics, 3(3), 206–239.
    • (2016) Journal of Management Analytics , vol.3 , Issue.3 , pp. 206-239
    • Bendre, M.R.1    Thool, V.R.2
  • 8
    • 84959573212 scopus 로고    scopus 로고
    • SoCoMo marketing for travel and tourism Empowering co-creation of value
    • Buhalis D and M Foerste (2015). SoCoMo marketing for travel and tourism Empowering co-creation of value. Journal of Destination Marketing & Management, 4, 151–161.
    • (2015) Journal of Destination Marketing & Management , vol.4 , pp. 151-161
    • Buhalis, D.1    Foerste, M.2
  • 9
    • 84929517525 scopus 로고    scopus 로고
    • Harvesting big data to enhance supply chain innovation capabilities: An analytic infrastructure based on deduction graph
    • Chang, C et al. (2015). Harvesting big data to enhance supply chain innovation capabilities: An analytic infrastructure based on deduction graph. International Journal of Production Economics, 165, 223–233.
    • (2015) International Journal of Production Economics , vol.165 , pp. 223-233
    • Chang, C.1
  • 11
    • 84925706078 scopus 로고    scopus 로고
    • Loyal to your city? A data mining analysis of a public service loyalty program
    • Cnudde, S and D Martens (2015). Loyal to your city? A data mining analysis of a public service loyalty program. Decision Support Systems, 73, 74–84.
    • (2015) Decision Support Systems , vol.73 , pp. 74-84
    • Cnudde, S.1    Martens, D.2
  • 14
    • 84979665325 scopus 로고    scopus 로고
    • Big data analytics and business analytics
    • Duan, L and Y Xiong (2015). Big data analytics and business analytics. Journal of Management Analytics, 2(1), 1–21.
    • (2015) Journal of Management Analytics , vol.2 , Issue.1 , pp. 1-21
    • Duan, L.1    Xiong, Y.2
  • 15
    • 84949320986 scopus 로고    scopus 로고
    • Big Data consumer analytics and the transformation of marketing
    • Erevelles, S, N Fukawa and L Swayne (2015). Big Data consumer analytics and the transformation of marketing. Journal of Business Research, 69, 897–904.
    • (2015) Journal of Business Research , vol.69 , pp. 897-904
    • Erevelles, S.1    Fukawa, N.2    Swayne, L.3
  • 17
    • 84907993905 scopus 로고    scopus 로고
    • Supply chain game changers — Mega, nano, and virtual trends — and forces that impede supply chain design
    • Fawcett, SE and MA Waller (2014). Supply chain game changers — Mega, nano, and virtual trends — and forces that impede supply chain design. Journal of Business Logistics, 35, 157–164.
    • (2014) Journal of Business Logistics , vol.35 , pp. 157-164
    • Fawcett, S.E.1    Waller, M.A.2
  • 18
    • 85150674916 scopus 로고    scopus 로고
    • M Dutra and D Macedo (2016). Characterizing the value creation in organizations that implement Big data environments. In ISPE Proc. Int. Conf. Transdisciplinary Engineering – TE2016
    • Furtado, L, M Dutra and D Macedo (2016). Characterizing the value creation in organizations that implement Big data environments. In ISPE Proc. Int. Conf. Transdisciplinary Engineering – TE2016, Curitiba.
    • Curitiba.
    • Furtado, L.1
  • 19
    • 0037765732 scopus 로고
    • Value Management: Value Engineering and Cost Reduction
    • Massachusetts: Addison-Wesley
    • Heller, ED (1971). Value Management: Value Engineering and Cost Reduction. 232 pp, Massachusetts: Addison-Wesley.
    • (1971) 232 Pp
    • Heller, E.D.1
  • 20
    • 85027932010 scopus 로고    scopus 로고
    • From supply chains to supply ecosystems: Implications for strategic sourcing research and practice
    • Junior, DJK, TR Crook and CW Craighead (2014). From supply chains to supply ecosystems: Implications for strategic sourcing research and practice. Journal of Business Logistics, 35, 165–171.
    • (2014) Journal of Business Logistics , vol.35 , pp. 165-171
    • Junior, D.J.K.1    Crook, T.R.2    Craighead, C.W.3
  • 21
    • 84956693877 scopus 로고    scopus 로고
    • Ontology-based workflow generation for intelligent Big data analytics
    • New York
    • Koswatte KRC et al. (2015). Ontology-based workflow generation for intelligent Big data analytics. In Int. Conf. Web Services, pp. 495–502. New York.
    • (2015) Int. Conf. Web Services , pp. 495-502
    • Koswatte, K.R.C.1
  • 22
    • 85150674692 scopus 로고    scopus 로고
    • Laney D and Gartner Inc. (2012). Information Economics, Big Data and the Art of the Possible with Analytics. Gartner. Available at https://www950.ibm.com/events/wwe/grp/grp037.nsf/vLookupPDFs/Gartner Doug-%20Analytics/$file/Gartner Doug-%20 Analytics.pdf. Accessed on 22 February 2016. [online]
    • Laney D and Gartner Inc. (2012). Information Economics, Big Data and the Art of the Possible with Analytics. Gartner. Available at https://www950.ibm.com/events/wwe/grp/grp037.nsf/vLookupPDFs/Gartner Doug-%20Analytics/$file/Gartner Doug-%20 Analytics.pdf. Accessed on 22 February 2016. [online].
  • 23
    • 84937432819 scopus 로고    scopus 로고
    • Predictive methodology for diabetic data analysis in Big Data
    • Lavanya, S et al. (2015). Predictive methodology for diabetic data analysis in Big Data. Procedia Computer Science, 50, 203–208.
    • (2015) Procedia Computer Science , vol.50 , pp. 203-208
    • Lavanya, S.1
  • 25
    • 85150675212 scopus 로고    scopus 로고
    • Mcafee, A and E Brynjolfsson (2012). Big data: The management revolution. Harvard Business Review: Getting Control of Big Data. Available at Accessed on 13 March 2017. [online]
    • Mcafee, A and E Brynjolfsson (2012). Big data: The management revolution. Harvard Business Review: Getting Control of Big Data. Available at https://hbr.org/2012/10/big-data-the-management-revolution. Accessed on 13 March 2017. [online].
  • 27
    • 85150674358 scopus 로고
    • Techniques of Value Analysis and Engineering
    • New York: Eleanor Miles Walker
    • Miles, LD (1989). Techniques of Value Analysis and Engineering, 433 pp. New York: Eleanor Miles Walker.
    • (1989) 433 Pp
    • Miles, L.D.1
  • 29
    • 84941172606 scopus 로고    scopus 로고
    • Hospitalization cost after spine surgery in the United States of America
    • Missios, S and K Bekelis (2015). Hospitalization cost after spine surgery in the United States of America. Journal of Clinical Neuroscience, 22, 1632–1637.
    • (2015) Journal of Clinical Neuroscience , vol.22 , pp. 1632-1637
    • Missios, S.1    Bekelis, K.2
  • 30
    • 84991753476 scopus 로고    scopus 로고
    • A supervised learning process to validate online disease reports for use in predictive models
    • Moyes, CL et al. (2015). A supervised learning process to validate online disease reports for use in predictive models. Big Data, 3, 230–237.
    • (2015) Big Data , vol.3 , pp. 230-237
    • Moyes, C.L.1
  • 31
    • 84906833200 scopus 로고    scopus 로고
    • Text mining of news-headlines for FOREX market prediction: A Multi-layer Dimension Reduction Algorithm with semantics and sentiment
    • Ngo DCL et al. (2015). Text mining of news-headlines for FOREX market prediction: A Multi-layer Dimension Reduction Algorithm with semantics and sentiment. Expert Systems with Applications, 42, 306–324.
    • (2015) Expert Systems with Applications , vol.42 , pp. 306-324
    • Ngo, D.C.L.1
  • 33
    • 4644349461 scopus 로고    scopus 로고
    • Co-creation experiences: The next practice in value creation
    • Prahalad CK and V Ramaswamy (2004). Co-creation experiences: The next practice in value creation. Journal of Interactive Marketing, 18(3), 5–24.
    • (2004) Journal of Interactive Marketing , vol.18 , Issue.3 , pp. 5-24
    • Prahalad, C.K.1    Ramaswamy, V.2
  • 34
    • 0002433505 scopus 로고    scopus 로고
    • Value co-production: Intellectual origins and implications for practice and research
    • Ramirez, R (1999). Value co-production: Intellectual origins and implications for practice and research. Strategic Management Journal, 20(1), 49–65.
    • (1999) Strategic Management Journal , vol.20 , Issue.1 , pp. 49-65
    • Ramirez, R.1
  • 35
    • 85150674508 scopus 로고    scopus 로고
    • Rapitsenyane, Y, T Bhamra and R Trimingham (2014). Competitiveness experiences of Botswana SMEs in the leather industry and their perceptions of sustainability and Product Service Systems. In IEEE Proc. Int. Conf. Engineering, Technology and Innovation: Engineering Responsible Innovation in Products and Services, pp. 1–9. Bergamo
    • Rapitsenyane, Y, T Bhamra and R Trimingham (2014). Competitiveness experiences of Botswana SMEs in the leather industry and their perceptions of sustainability and Product Service Systems. In IEEE Proc. Int. Conf. Engineering, Technology and Innovation: Engineering Responsible Innovation in Products and Services, pp. 1–9. Bergamo.
  • 38
    • 85150675644 scopus 로고    scopus 로고
    • Stubbs, S (2014). Big Data, Big Innovation: Enabling Competitive Differentiation Through Business Analytics. New York: Wiley
    • Stubbs, S (2014). Big Data, Big Innovation: Enabling Competitive Differentiation Through Business Analytics. New York: Wiley.
  • 39
    • 0032220427 scopus 로고    scopus 로고
    • Social capital and value creation: The role of intrafirm networks
    • Tsai W and S Ghoshal (1998). Social capital and value creation: The role of intrafirm networks. The Academy of Management Journal, 41, 464–476.
    • (1998) The Academy of Management Journal , vol.41 , pp. 464-476
    • Tsai, W.1    Ghoshal, S.2
  • 41
    • 44649151144 scopus 로고    scopus 로고
    • On value and value co-creation: A service systems and service logic perspective
    • Vargo, SL, PP Maglio and MA Akaka (2008). On value and value co-creation: A service systems and service logic perspective. European Management Journal, 26, 145–152.
    • (2008) European Management Journal , vol.26 , pp. 145-152
    • Vargo, S.L.1    Maglio, P.P.2    Akaka, M.A.3
  • 42
    • 21644478145 scopus 로고    scopus 로고
    • An historical reexamination of the nature of exchange: The service-dominant perspective
    • Vargo, SL and FW Morgan (2005). An historical reexamination of the nature of exchange: The service-dominant perspective. Journal of Macromarketing, 25(1), 42–53.
    • (2005) Journal of Macromarketing , vol.25 , Issue.1 , pp. 42-53
    • Vargo, S.L.1    Morgan, F.W.2
  • 44
    • 85150675059 scopus 로고    scopus 로고
    • Wulfsberg, J, M Moritz, T Redlich and P Krenz (2015). Sonja Buxbaum-conradi et al. (2015). Tesla Motors, Inc.: Pioneer towards a new strategic approach in the automobile industry along the open source movement? In Portland Int. Conf. Management of Engineering and Technology, Portland. Picmet ′15, pp. 85–92. Portland
    • Wulfsberg, J, M Moritz, T Redlich and P Krenz (2015). Sonja Buxbaum-conradi et al. (2015). Tesla Motors, Inc.: Pioneer towards a new strategic approach in the automobile industry along the open source movement? In Portland Int. Conf. Management of Engineering and Technology, Portland. Picmet ′15, pp. 85–92. Portland.
  • 45
  • 46
    • 84945935753 scopus 로고    scopus 로고
    • Cloud-assisted industrial cyber-physical systems: An insight
    • Zhou, K et al. (2015). Cloud-assisted industrial cyber-physical systems: An insight. Microprocessors and Microsystems, 39, 1262–1270.
    • (2015) Microprocessors and Microsystems , vol.39 , pp. 1262-1270
    • Zhou, K.1
  • 47
    • 84953240642 scopus 로고    scopus 로고
    • The role of big data solutions in the management of organizations. Review of selected practical examples
    • Ziora, ACL (2015). The role of big data solutions in the management of organizations. Review of selected practical examples. Procedia Computer Science, 65, 1006–1012.
    • (2015) Procedia Computer Science , vol.65 , pp. 1006-1012
    • Ziora, A.C.L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.