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Volume 64, Issue 1
  • ISSN: 2056-5135
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Abstract

The debate about circular economy (CE) is increasingly present in the strategic agenda of organisations around the world, being driven by government agencies and general population pressures, or by organisations’ own vision for a sustainable future. This is due in part to the increasing possibility of turning original theoretical CE proposals into real economically viable initiatives, now possible with modern technology applications such as big data and the internet of things (IoT). Information technology (IT) professionals have been called upon to incorporate technology projects into their strategic plans to support their organisations’ transition to CE, but a structured framework with the necessary IT capabilities still lacks. This study focuses on taking the first step towards this path, by extending the technology attributes present on the existing Ellen MacArthur Foundation (EMF) Regenerate, Share, Optimise, Loop, Virtualise and Exchange (ReSOLVE) framework. The research was conducted based on an extensive literature review through 226 articles retrieved from Scopus® and Web of ScienceTM databases, which were triangulated, validated and complemented with content analysis using the ‘R’ statistical tool, grey literature research and inputs from specialists. Part I describes the introduction and methods used in this study.

© Johnson Matthey
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2020-01-01
2024-11-13
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References

  1. K. A. Salleh, L. Janczewski, Procedia Comput. Sci., 2016, 100, 19 LINK https://doi.org/10.1016/j.procs.2016.09.119 [Google Scholar]
  2. S. J. Wang, P. Moriarty, “Big Data for Urban Sustainability”, Springer International Publishing AG, Cham, Switzerland, 2018, 160 pp LINK https://doi.org/10.1007/978-3-319-73610-5 [Google Scholar]
  3. A. Bajpai, Dayanand, A. Arya, Int. J. Comput. Sci. Eng., 2018, 6, (7), 731 LINK https://doi.org/10.26438/ijcse/v6i7.731734 [Google Scholar]
  4. A. Merendino, S. Dibb, M. Meadows, L. Quinn, D. Wilson, L. Simkin, A. Canhoto, J. Bus. Res., 2018, 93, 67 LINK https://doi.org/10.1016/j.jbusres.2018.08.029 [Google Scholar]
  5. M. Janssen, H. van der Voort, A. Wahyudi, J. Bus. Res., 2017, 70, 338 LINK https://doi.org/10.1016/j.jbusres.2016.08.007 [Google Scholar]
  6. A. Barão, J. Braga de Vasconcelos, Á. Rocha, R. Pereira, Int. J. Inform. Manag., 2017, 37, (6), 735 LINK https://doi.org/10.1016/j.ijinfomgt.2017.07.013 [Google Scholar]
  7. S. Wang, R. A. Noe, Human Res. Manag. Rev., 2010, 20, (2), 115 LINK https://doi.org/10.1016/j.hrmr.2009.10.001 [Google Scholar]
  8. P. Soto-Acosta, S. Popa, D. Palacios-Marqués, J. Technol. Transf., 2017, 42, (2), 425 LINK https://doi.org/10.1007/s10961-016-9498-z [Google Scholar]
  9. P. M. Leonardi, E. Vaast, Acad. Manag. Annals., 2017, 11, (1), 150 LINK https://doi.org/10.5465/annals.2015.0144 [Google Scholar]
  10. R. Ling, C.-H. Lai, J. Commun., 2016, 66, (5), 834 LINK https://doi.org/10.1111/jcom.12251 [Google Scholar]
  11. S. Elliot, MIS Q., 2011, 35, (1), 197 LINK https://doi.org/10.2307/23043495 [Google Scholar]
  12. R. Gholami, R. T. Watson, H. Hasan, A. Molla, N. Bjorn-Andersen, J. Assoc. Inf. Syst., 2016, 17, (8), 2 LINK https://doi.org/10.17705/1jais.00435 [Google Scholar]
  13. R. T. Watson, M.-C. Boudreau, A. J. Chen, MIS Q., 2010, 34, (1), 23 LINK https://doi.org/10.2307/20721413 [Google Scholar]
  14. H. Thiengo, E. Tavares, G. C. Nobre, Int. J. Innov. Sustain. Dev., 2019, 13, (3/4), 314 LINK https://doi.org/10.1504/IJISD.2019.10020069 [Google Scholar]
  15. A. Molla, V. Cooper, Australas. J. Inf. Syst., 2010, 16, (2), 5 LINK https://doi.org/10.3127/ajis.v16i2.545 [Google Scholar]
  16. A. Molla, V. Cooper, S. Pittayachawan, Commun. Assoc. Inf. Syst., 2011, 29, 4 LINK https://doi.org/10.17705/1CAIS.02904 [Google Scholar]
  17. A. Buchalcevova, Int. J. Inf. Technol. Manag., 2016, 15, (1), 41 LINK https://doi.org/10.1504/IJITM.2016.073913 [Google Scholar]
  18. S. Chauhan, N. Agarwal, A. K. Kar, Info, 2016, 18, (4), 73 LINK https://doi.org/10.1108/info-03-2016-0012 [Google Scholar]
  19. G. C. Nobre, E. Tavares, Scientometrics, 2017, 111, (1), 463 LINK https://doi.org/10.1007/s11192-017-2281-6 [Google Scholar]
  20. P. Ghisellini, C. Cialani, S. Ulgiati, J. Clean. Prod., 2016, 114, 11 LINK https://doi.org/10.1016/j.jclepro.2015.09.007 [Google Scholar]
  21. E. D. R. S. Gonzalez, J. Sarkis, D. Huisingh, L. H. Huatuco, N. Maculan, J. R. Montoya-Torres, C. M. V. B. De Almeida, J. Clean. Prod., 2015, 105, 1 LINK https://doi.org/10.1016/J.JCLEPRO.2015.05.047 [Google Scholar]
  22. A. B. L. de Sousa Jabbour, C. J. C. Jabbour, M. G. Filho, D. Roubaud, Ann. Oper. Res., 2018, 270, (1–2), 273 LINK https://doi.org/10.1007/s10479-018-2772-8 [Google Scholar]
  23. M.-L. Tseng, R. R. Tan, A. S. F. Chiu, C.-F. Chien, T. C. Kuo, Resour. Conserv. Recycl., 2018, 131, 146 LINK https://doi.org/10.1016/j.resconrec.2017.12.028 [Google Scholar]
  24. J. Zhao, X. Zheng, R. Dong, G. Shao, Int. J. Sustain. Dev. World Ecol., 2013, 20, (3), 195 LINK https://doi.org/10.1080/13504509.2013.784882 [Google Scholar]
  25. M. Khanna, S. M. Swinton, K. D. Messer, Appl. Econ. Perspect. Policy, 2018, 40, (1), 38 LINK https://doi.org/10.1093/aepp/ppx055 [Google Scholar]
  26. A. P. Fernández-Getino, J. L. Alonso-Prados, M. I. Santín-Montanyá, Land Use Policy, 2018, 71, 146 LINK https://doi.org/10.1016/j.landusepol.2017.11.035 [Google Scholar]
  27. R. Dubey, A. Gunasekaran, S. J. Childe, Z. Luo, S. F. Wamba, D. Roubaud, C. Foropon, J. Clean. Prod., 2018, 196, 1508 LINK https://doi.org/10.1016/j.jclepro.2018.06.097 [Google Scholar]
  28. E. Manavalan, K. Jayakrishna, Comput. Ind. Eng., 2019, 127, 925 LINK https://doi.org/10.1016/j.cie.2018.11.030 [Google Scholar]
  29. C. J. Corbett, Prod. Oper. Manag., 2018, 27, (9), 1685 LINK https://doi.org/10.1111/poms.12837 [Google Scholar]
  30. J. Kirchherr, D. Reike, M. Hekkert, Resour. Conserv. Recycl., 2017, 127, 221 LINK https://doi.org/10.1016/j.resconrec.2017.09.005 [Google Scholar]
  31. “Delivering the Circular Economy: A Toolkit for Policymakers”, V1.1, Ellen MacArthur Foundation, Cowes, UK, June, 2015, 176 pp LINK https://www.ellenmacarthurfoundation.org/publications/delivering-the-circular-economy-a-toolkit-for-policymakers [Google Scholar]
  32. F. E. Garcia-Muiña, R. González-Sánchez, A. M. Ferrari, D. Settembre-Blundo, Soc. Sci., 2018, 7, (12), 255 LINK https://doi.org/10.3390/socsci7120255 [Google Scholar]
  33. D. L. M. Nascimento, V. Alencastro, O. L. G. Quelhas, R. G. G. Caiado, J. A. Garza-Reyes, L. Rocha-Lona, G. Tortorella, J. Manuf. Technol. Manag., 2019, 30, (3), 607 LINK https://doi.org/10.1108/JMTM-03-2018-0071 [Google Scholar]
  34. G. C. Nobre, E. Tavares, Johnson Matthey Technol. Rev., 2020, 64, (1), 32 LINK https://www.technology.matthey.com/article/64/1/32-41 [Google Scholar]
  35. R. Merli, M. Preziosi, A. Acampora, J. Clean. Prod., 2018, 178, 703 LINK https://doi.org/10.1016/j.jclepro.2017.12.112 [Google Scholar]
  36. M. Geissdoerfer, P. Savaget, N. M. P. Bocken, E. J. Hultink, J. Clean. Prod., 2017, 143, 757 LINK https://doi.org/10.1016/j.jclepro.2016.12.048 [Google Scholar]
  37. Y. Kalmykova, M. Sadagopan, L. Rosado, Resour. Conserv. Recycl., 2018, 135, 190 LINK https://doi.org/10.1016/j.resconrec.2017.10.034 [Google Scholar]
  38. “The New Plastics Economy: Rethinking the Future of Plastics and Catalysing Action”, Ellen MacArthur Foundation, Cowes, UK, 2017, 66 pp LINK https://www.ellenmacarthurfoundation.org/publications/the-new-plastics-economy-rethinking-the-future-of-plastics-catalysing-action [Google Scholar]
  39. “The CIRCULARITY GAP report”, Circle Economy, Amsterdam, The Netherlands, January, 2018, 36 pp LINK https://shiftingparadigms.nl/wp-content/uploads/2017/11/the-circularity-gap-report-2018.pdf [Google Scholar]
  40. Accenture, “Circular Advantage”, Accenture Strategy, Accenture, Ireland, 2014, 24 pp LINK https://www.accenture.com/t20150523t053139__w__/us-en/_acnmedia/accenture/conversion-assets/dotcom/documents/global/pdf/strategy_6/accenture-circular-advantage-innovative-business-models-technologies-value-growth.pdf [Google Scholar]
  41. L. Soares, B. Kirklewski, ‘Apenas 1% Do Lixo Orgânico é Reaproveitado No Brasil’, [‘Only 1% of Organic Waste is Reused in Brazil’], CBN, São Paulo, Brazil, 2nd May, 2019 LINK https://cbn.globoradio.globo.com/media/audio/243607/apenas-1-do-lixo-organico-e-reaproveitado-no-brasi.htm [Google Scholar]
  42. ‘Marine Plastics Debris and Microplastics – Global Lessons and Research to Inspire Action and Guide Policy Change’, United Nations Environment Programme (UNEP), Nairobi, Kenya, 2016, 252 pp LINK https://wedocs.unep.org/rest/bitstreams/11700/retrieve [Google Scholar]
  43. D. Bourguignon, “Circular Economy Package: Four Legislative Proposals on Waste”, PE 614.766, Members’ Research Services, European Union, Brussels, Belgium, March, 2018, 12 pp LINK http://www.europarl.europa.eu/RegData/etudes/BRIE/2018/614766/EPRS_BRI(2018)614766_EN.pdf [Google Scholar]
  44. H. Thieriot, ‘China’s Economy: Linear to Circular’, China Water Risk, Hong Kong, People’s Republic of China, 16th June, 2015 LINK http://www.chinawaterrisk.org/resources/analysis-reviews/chinas-economy-linear-to-circular/ [Google Scholar]
  45. ‘Artificial Intelligence and the Circular Economy’, Ellen MacArthur Foundation, Cowes, UK, 23rd January, 2019, 39 pp LINK https://www.ellenmacarthurfoundation.org/publications/artificial-intelligence-and-the-circular-economy [Google Scholar]
  46. A. Urbinati, D. Chiaroni, V. Chiesa, J. Clean. Prod., 2017, 168, 487 LINK https://doi.org/10.1016/j.jclepro.2017.09.047 [Google Scholar]
  47. V. Prieto-Sandoval, C. Jaca, M. Ormazabal, J. Clean. Prod., 2018, 179, 605 LINK https://doi.org/10.1016/j.jclepro.2017.12.224 [Google Scholar]
  48. J. Korhonen, C. Nuur, A. Feldmann, S. E. Birkie, J. Clean. Prod., 2018, 175, 544 LINK https://doi.org/10.1016/j.jclepro.2017.12.111 [Google Scholar]
  49. K. Manninen, S. Koskela, R. Antikainen, N. Bocken, H. Dahlbo, A. Aminoff, J. Clean. Prod., 2018, 171, 413 LINK https://doi.org/10.1016/j.jclepro.2017.10.003 [Google Scholar]
  50. M. Lieder, A. Rashid, J. Clean. Prod., 2016, 115, 36 LINK https://doi.org/10.1016/j.jclepro.2015.12.042 [Google Scholar]
  51. N. M. P. Bocken, I. de Pauw, C. Bakker, B. van der Grinten, J. Ind. Prod. Eng., 2016, 33, (5), 308 LINK https://doi.org/10.1080/21681015.2016.1172124 [Google Scholar]
  52. J. M. F. Mendoza, M. Sharmina, A. Gallego-Schmid, G. Heyes, A. Azapagic, J. Ind. Ecol., 2017, 21, (3), 526 LINK https://doi.org/10.1111/jiec.12590 [Google Scholar]
  53. H. Chen, R. H. L. Chiang, V. C. Storey, MIS Q., 2012, 36, (4), 1165 LINK https://doi.org/10.2307/41703503 [Google Scholar]
  54. P. Russom, “Big Data Analytics”, Best Practices Reports, TDWI, Renton, USA, 14th September, 2011, 40 pp LINK https://tdwi.org/research/2011/09/best-practices-report-q4-big-data-analytics.aspx [Google Scholar]
  55. B. Marr, “Big Data: Using SMART Big Data, Analytics and Metrics To Make Better Decisions and Improve Performance”, John Wiley & Sons Ltd, Chichester, UK, 2015, 246 pp [Google Scholar]
  56. R. Paharia, “Loyalty 3.0 – How to Revolutionize Customer and Employee Engagement with Big Data and Gamification”, McGraw Hill Education, New York, USA, 2013 [Google Scholar]
  57. Y. Demchenko, C. de Laat, P. Membrey, ‘Defining Architecture Components of the Big Data Ecosystem’, 2014 International Conference on Collaboration Technologies and Systems (CTS), Minneapolis, USA, 19th–23rd May, 2014, IEEE, Piscataway, USA, pp. 104–112 LINK https://doi.org/10.1109/CTS.2014.6867550 [Google Scholar]
  58. Y. Demchenko, P. Grosso, C. De Laat, P. Membrey, ‘Addressing big data issues in Scientific Data Infrastructure’, 2013 International Conference on Collaboration Technologies and Systems (CTS), San Diego, USA, 20th–24th May 2013, IEEE, Piscataway, USA, pp. 48–55 LINK https://doi.org/10.1109/CTS.2013.6567203 [Google Scholar]
  59. R. Kaur, V. Chauhan, U. Mittal, Int. J. Eng. Technol., 2018, 7, (2.27), 1 LINK https://doi.org/10.14419/ijet.v7i2.27.11206 [Google Scholar]
  60. T. B. Murdoch, A. S. Detsky, J.Am. Med. Assoc., 2013, 309, (13), 1351 LINK https://doi.org/10.1001/jama.2013.393 [Google Scholar]
  61. M. A. Waller, S. E. Fawcett, J. Bus. Logist., 2013, 34, (2), 77 LINK https://doi.org/10.1111/jbl.12010 [Google Scholar]
  62. F. Xia, L. T. Yang, L. Wang, A. Vinel, Int. J. Commun. Syst., 2012, 25, (9), 1101 LINK https://doi.org/10.1002/dac.2417 [Google Scholar]
  63. A. Ramamurthy, P. Jain, ‘The Internet of Things in the Power Sector: Opportunities in Asia and the Pacific’, ADB Sustainable Development Working Paper Series, No. 48, Asian Development Bank, Manila, Philippines, August, 2017, 36 pp LINK https://doi.org/10.22617/WPS178914-2 [Google Scholar]
  64. D. Bandyopadhyay, J. Sen, Wireless Pers. Commun., 2011, 58, (1), 49 LINK https://doi.org/10.1007/s11277-011-0288-5 [Google Scholar]
  65. I. Lee, K. Lee, Bus. Horiz., 2015, 58, (4), 431 LINK https://doi.org/10.1016/j.bushor.2015.03.008 [Google Scholar]
  66. M. A. Reuter, Metall. Mater. Trans. B, 2016, 47, (6), 3194 LINK https://doi.org/10.1007/s11663-016-0735-5 [Google Scholar]
  67. M. Reid, T. File, ‘Enhancement of an Equipment Reliability Program With Smart, Connected Power Plant Assets’, ASME 2017 Power Conference (Joint with ICOPE-17, collocated with the ASME 2017 11th International Conference on Energy Sustainability, the ASME 2017 15th International Conference on Fuel Cell Science, Engineering and Technology and the ASME 2017 Nuclear Forum), Charlotte, North Carolina, USA, 26th–30th June, 2017, Paper No. POWER-ICOPE2017-3269, V002T08A009, ASME, New York, USA, 2017, 8 pp LINK https://doi.org/10.1115/POWER-ICOPE2017-3269 [Google Scholar]
  68. X. Su, G. Shao, J. Vause, L. Tang, Int. J. Sustain. Dev. World Ecol., 2013, 20, (3), 205 LINK https://doi.org/10.1080/13504509.2013.782580 [Google Scholar]
  69. K. Frenken, J. Schor, Environ. Innov. Soc. Trans., 2017, 23, 3 LINK https://doi.org/10.1016/j.eist.2017.01.003 [Google Scholar]
  70. M. Spring, L. Araujo, Ind. Mark. Manag., 2017, 60, 126 LINK https://doi.org/10.1016/j.indmarman.2016.07.001 [Google Scholar]
  71. S. Brad, M. Murar, Procedia CIRP, 2015, 30, 498 LINK https://doi.org/10.1016/j.procir.2015.02.154 [Google Scholar]
  72. F. Tao, J. Cheng, Q. Qi, M. Zhang, H. Zhang, F. Sui, Int. J. Adv. Manuf. Technol., 2018, 94, (9–12), 3563 LINK https://doi.org/10.1007/s00170-017-0233-1 [Google Scholar]
  73. A. Alcayaga, E. G. Hansen, R. Mugge, ‘Smart-Circular Systems: a Service Business Model Perspective’, Product Lifetimes and the Environment 2017, Amsterdam, The Netherlands, 8th–10th November, 2017, eds. C. Bakker, 9, Delft University of Technology and IOS Press, pp. 10–13 LINK https://doi.org/10.3233/978-1-61499-820-4-10 [Google Scholar]
  74. G. Heyes, M. Sharmina, J. M. F. Mendoza, A. Gallego-Schmid, A. Azapagic, J. Clean. Prod., 2018, 177, 621 LINK https://doi.org/10.1016/j.jclepro.2017.12.168 [Google Scholar]
  75. ‘Fleet SolutionsTM’, Michelin: https://www.michelintruck.com/services-and-programs/michelin-fleet-solutions/ (Accessed on 18th September 2019)
  76. ‘Renault Finance: Battery Hire’, Renault: https://www.renault.co.uk/renault-finance/battery-hire.html (Accessed on 18th September 2019)
  77. “Towards a Circular Economy: Business Rationale for an Accelerated Transition”, Ellen MacArthur Foundation, Cowes, UK, November, 2017, 20 pp LINK https://www.ellenmacarthurfoundation.org/publications/towards-a-circular-economy-business-rationale-for-an-accelerated-transition [Google Scholar]
  78. O. B. Piramuthu, W. Zhou, ‘Bicycle Sharing, Social Media, and Environmental Sustainability’, 49th Hawaii International Conference on System Sciences (HICSS), Koloa, USA, 5th–8th January, 2016, IEEE, Piscataway, USA, pp. 2078–2083 LINK https://doi.org/10.1109/HICSS.2016.262 [Google Scholar]
  79. P. Pilgerstorfer, E. Pournaras, ‘Self-Adaptive Learning in Decentralized Combinatorial Optimization – A Design Paradigm for Sharing Economies’, IEEE/ACM 12th International Symposium on Software Engineering for Adaptive and Self-Managing Systems (SEAMS), 22nd–23rd May, 2017, Buenos Aires, Argentina, IEEE, Piscataway, USA, pp. 54–64 LINK https://doi.org/10.1109/SEAMS.2017.8 [Google Scholar]
  80. M. Zuccalà, E. S. Verga, Energy Proc., 2017, 111, 826 LINK https://doi.org/10.1016/j.egypro.2017.03.245 [Google Scholar]
  81. J. E. Fischer, J. A. Colley, E. Luger, M. Golembewski, E. Costanza, S. D. Ramchurn, S. Viller, I. Oakley, J. E. Froehlich, ‘New Horizons for the IoT in Everyday Life: Proactive, Shared, Sustainable’, 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp ‘16), 12th–16th September, 2016, ACM, New York, USA, 2016, pp. 657–660 LINK https://doi.org/10.1145/2968219.2968347 [Google Scholar]
  82. A. Seo, J. Jeong, Y. Kim, Sensors, 2017, 17, (8), 1868 LINK https://doi.org/10.3390/s17081868 [Google Scholar]
  83. L. Guo, Z. Ning, W. Hou, B. Hu, P. Guo, IEEE Trans. Autom. Sci. Eng., 2018, 15, (4), 1494 LINK https://doi.org/10.1109/TASE.2018.2838340 [Google Scholar]
  84. B. G. C. Dellaert, J. Acad. Mark. Sci., 2019, 47, (2), 238 LINK https://doi.org/10.1007/s11747-018-0607-4 [Google Scholar]
  85. M. Roscia, M. Longo, G. C. Lazaroiu, ‘Smart City by Multi-Agent Systems’, International Conference on Renewable Energy Research and Applications (ICRERA), Madrid, Spain, 20th–23rd October, 2013, IEEE, Piscataway, USA, pp. 371–376 LINK https://doi.org/10.1109/ICRERA.2013.6749783 [Google Scholar]
  86. S. E. Bibri, J. Krogstie, Sustain. Cities Soc., 2017, 31, 183 LINK https://doi.org/10.1016/j.scs.2017.02.016 [Google Scholar]
  87. H. Shahrokni, L. Årman, D. Lazarevic, A. Nilsson, N. Brandt, J. Ind. Ecol., 2015, 19, (5), 917 LINK https://doi.org/10.1111/jiec.12308 [Google Scholar]
  88. S. E. Bibri, J. Krogstie, J. Big Data, 2017, 4, 38 LINK https://doi.org/10.1186/s40537-017-0091-6 [Google Scholar]
  89. K. Kim, J.-K. Jung, J. Y. Choi, Sustainability, 2016, 8, (7), 649 LINK https://doi.org/10.3390/su8070649 [Google Scholar]
  90. J. R. Galvão, L. M. Moreira, R. M. T. Ascenso, S. A. Leitão, ‘Energy Systems Models for Efficiency towards Smart Cities’, IEEE EUROCON 2015 – International Conference on Computer as a Tool (EUROCON), Salamanca, Spain, 8th–11th September, 2015, IEEE, Piscataway, USA, 6 pp LINK https://doi.org/10.1109/EUROCON.2015.7313682 [Google Scholar]
  91. G. R. C. Andrés, ‘CleanWiFi: The Wireless Network for Air Quality Monitoring, Community Internet Access and Environmental Education in Smart Cities’, 2016 ITU Kaleidoscope: ICTs for a Sustainable World (ITU WT), Bangkok, Thailand, 14th–16th November, 2016, IEEE, Piscataway, USA, 6 pp LINK https://doi.org/10.1109/ITU-WT.2016.7805708 [Google Scholar]
  92. G. Knieps, Compet. Regul. Netw. Ind., 2017, 18, (1–2), 115 LINK https://doi.org/10.1177/1783591717736502 [Google Scholar]
  93. S. E. Bibri, J. Krogstie, ‘Big Data and Context-Aware Computing Applications for Smart Sustainable Cities’, 2nd Norwegian Big Data Symposium (NOBIDS 2016), Trondheim, Norway, 15th November, 2016, Vol. 1818, CEUR-WS.org, Aachen, Germany, 23rd March, 2017, pp. 4–17 LINK http://ceur-ws.org/Vol-1818/paper1.pdf [Google Scholar]
  94. I. A. Halepoto, A. A. Sahito, M. A. Uqaili, B. S. Chowdhry, T. Riaz, ‘Multi-Criteria Assessment of Smart City Transformation Based on SWOT Analysis’, 5th National Symposium on Information Technology: Towards New Smart World (NSITNSW), Riyadh, Saudi Arabia, 17th–19th February, 2015, IEEE, Piscataway, USA, 6 pp LINK https://doi.org/10.1109/NSITNSW.2015.7176412 [Google Scholar]
  95. S. Madakam, R. Ramaswamy, J. K. Mandal, N. Auluck, H. A. Nagarajaram, ‘Smart Cities [Meixi (China) × Kochi (India)] Notions (Sustainable Management Action Resource Tools for Cities)’, in “Advanced Computing and Communication Technologies”, eds. R. K. Choudhary, 452, Springer Science and Business Media, Singapore, 2016, pp. 269–277 LINK https://doi.org/10.1007/978-981-10-1023-1_27 [Google Scholar]
  96. S. E. Bibri, Sustain. Cities Soc., 2018, 38, 758 LINK https://doi.org/10.1016/j.scs.2017.12.032 [Google Scholar]
  97. P. J. Shah, T. Anagnostopoulos, A. Zaslavsky, S. Behdad, Waste Manag., 2018, 78, 104 LINK https://doi.org/10.1016/j.wasman.2018.05.019 [Google Scholar]
  98. M. Jang, R. Ryu, Y. Kim, Int. J. Adv. Sci. Technol., 2018, 112, 101 LINK https://doi.org/10.14257/ijast.2018.112.10 [Google Scholar]
  99. P. Laconte, D. Vettorato, P. Laconte, S. Costa, ‘Smart and Sustainable Cities: What Is Smart? – What Is Sustainable?’, in “Smart and Sustainable Planning for Cities and Regions – Results of SSPCR 2017”, eds. A. Bisello, Springer International Publishing AG, Cham, Switzerland, 2018, pp. 3–19 LINK https://doi.org/10.1007/978-3-319-75774-2_1 [Google Scholar]
  100. M. Deakin, A. Reid, J. Clean. Prod., 2018, 173, 39 LINK https://doi.org/10.1016/j.jclepro.2016.12.054 [Google Scholar]
  101. A. Kalašová, K. Čulik, S. Kubíková, ‘Smart City – Model of Sustainable Development of Cities’, 11th International Science-Technical Conference Automotive Safety, Casta, Slovakia, 18th–20th April, 2018, IEEE, Piscataway, USA, 5 pp LINK https://doi.org/10.1109/AUTOSAFE.2018.8373309 [Google Scholar]
  102. R. Olszewski, P. Pałka, A. Turek, Sensors, 2018, 18, (1), 141 LINK https://doi.org/10.3390/s18010141 [Google Scholar]
  103. D. J. Rosa-Gallardo, G. Ortiz, J. Boubeta-Puig, A. García-De-Prado, J. M. Murillo, N. Kaviani, M. Lama, L. Burgueño, N. Moha, M. Oriol, ‘Sustainable WAsTe Collection (SWAT): One Step Towards Smart and Spotless Cities’, in “Service-Oriented Computing – ICSOC 2017 Workshops”, eds. L Braubach, Springer International Publishing AG, Cham, Switzerland, 2018 LINK https://doi.org/10.1007/978-3-319-91764-1_18 [Google Scholar]
  104. S. E. Bibri, Sustain. Cities Soc., 2018, 38, 230 LINK https://doi.org/10.1016/j.scs.2017.12.034 [Google Scholar]
  105. W.-M. Wey, C.-H. Ching, ‘The Application of Innovation and Catapult Research Techniques to Future Smart Cities Assessment Framework’, International Conference on System Science and Engineering (ICSSE), 28th–30th June, 2018, Taipei, Taiwan, IEEE, Piscataway, USA, 6 pp LINK https://doi.org/10.1109/ICSSE.2018.8520043 [Google Scholar]
  106. M. Chong, A. Habib, N. Evangelopoulos, H. W. Park, Gov. Info. Q., 2018, 35, (4), 682 LINK https://doi.org/10.1016/j.giq.2018.07.005 [Google Scholar]
  107. S. Heitlinger, N. Bryan-Kinns, R. Comber, ‘Connected Seeds and Sensors: Co-Designing Internet of Things for Sustainable Smart Cities with Urban Food-Growing Communities’, 15th Participatory Design Conference, Hasselt and Genk, Belgium, 20th–24th August, 2018, Vol. 2, Article 18, ACM, New York, USA, 5 pp LINK https://doi.org/10.1145/3210604.3210620 [Google Scholar]
  108. C. Choi, C. Esposito, H. Wang, Z. Liu, J. Choi, IEEE Commun. Mag., 2018, 56, (7), 212 LINK https://doi.org/10.1109/MCOM.2018.1700880 [Google Scholar]
  109. C. Lim, K.-J. Kim, P. P. Maglio, Cities, 2018, 82, 86 LINK https://doi.org/10.1016/j.cities.2018.04.011 [Google Scholar]
  110. M. Somayya, R. Ramaswamy, WIT Trans. Ecol. Environ., 2016, 204, 831 LINK https://doi.org/10.2495/SC160681 [Google Scholar]
  111. J. Kirk, M. L. Miller, “Reliability and Validity in Qualitative Research”, Sage Publications Inc, Newbury Park, USA, 1986, 87 pp [Google Scholar]
  112. A. H. Van de Ven, “Engaged Scholarship – A Guide for Organizational and Social Research”, Oxford University Press Inc, New York, USA, 2007, 330 pp [Google Scholar]
  113. D. Papaioannou, A. Sutton, C. Carroll, A. Booth, R. Wong, Health Info. Lib. J., 2010, 27, (2), 114 LINK https://doi.org/10.1111/j.1471-1842.2009.00863.x [Google Scholar]
  114. E. Babbie, “The Practice of Social Research”, 13th Edn., Wadsworth, Belmont, USA, 2013, 584 pp [Google Scholar]
  115. P. Mongeon, A. Paul-Hus, Scientometrics, 2016, 106, (1), 213 LINK https://doi.org/10.1007/s11192-015-1765-5 [Google Scholar]
  116. É. Archambault, D. Campbell, Y. Gingras, V. Larivière, J. Am. Soc. Inf. Sci. Technol., 2009, 60, (7), 1320 LINK https://doi.org/10.1002/asi.21062 [Google Scholar]
  117. S. T. De Almeida, M. Borsato, Resour. Conserv. Recycl., 2019, 140, 189 LINK https://doi.org/10.1016/j.resconrec.2018.09.020 [Google Scholar]
  118. J. E. Tasca, L. Ensslin, S. R. Ensslin, M. B. M. Alves, J. Eur. Ind. Train., 2010, 34, (7), 631 LINK https://doi.org/10.1108/03090591011070761 [Google Scholar]
  119. S. Seuring, M. Müller, J. Clean. Prod., 2008, 16, (15), 1699 LINK https://doi.org/10.1016/j.jclepro.2008.04.020 [Google Scholar]
  120. ‘SIC Codes – Standard Industrial Classification – What is a SIC Code?’, SIC-NAICS LLC, Red Bank, USA:https://siccode.com/en/siccode/list/directory (Accessed on 18th September 2019)
  121. C. Mcnaught, P. Lam, Q. Rep., 2010, 15, (3), 630 LINK https://nsuworks.nova.edu/tqr/vol15/iss3/8/ [Google Scholar]
  122. “The R Project for Statistical Computing”, The R Foundation for Statistical Computing, Vienna, Austria:https://www.r-project.org/ on 23rd September, 2019)
  123. V. Raemy, V. Russo, Verisign Inc,, ‘Bigram Suggestions’, US Patent 8,768,935; 2014
  124. M. Bouchet-Valat, ‘SnowballC: Snowball Stemmers Based on the C Libstemmer UTF-8 Library’, Version 0.6.0, 15th January, 2015 LINK https://cran.r-project.org/package=SnowballC [Google Scholar]
  125. H. Wickham, “ggplot2: Elegant Graphics for Data Analysis”, Springer International Publishing AG, Cham, Switzerland, 2016 [Google Scholar]
  126. K. Makiyama, ‘Githubinstall: A Helpful Way to Install R Packages Hosted on GitHub’, Version 0.2.2, 18th February, 2018 LINK https://cran.r-project.org/package=githubinstall [Google Scholar]
  127. ‘An R Package to “Pluralize: Pluralize and Singularize Any Word”’:http://github.com/hrbrmstr/pluralize (Accessed on 19th September 2019)
  128. K. Hornik, C. Buchta, A. Zeileis, Comput. Stat., 2009, 24, (2), 225 LINK https://doi.org/10.1007/s00180-008-0119-7 [Google Scholar]
  129. I. H. Witten, E. Frank, “Data Mining: Practical Machine Learning Tools and Techniques”, 2nd Edn., Elsevier Inc, San Francisco, USA, 2005, 524 pp [Google Scholar]
  130. K. Benoit, D. Muhr, K. Watanabe, ‘Stopwords: Multilingual Stopword Lists’, Version 1.0, 24th July, 2017 LINK https://cran.r-project.org/package=stopwords
  131. I. Feinerer, K. Hornik, D. Meyer, J. Stat. Softw., 2008, 25, (5), 1 LINK https://doi.org/10.18637/jss.v025.i05 [Google Scholar]
  132. I. Feinerer, K. Hornik, ‘tm: Text Mining Package’, Version 0.7.6, 21st December, 2018 LINK https://cran.r-project.org/package=tm
  133. I. Fellows, ‘wordcloud: Word Clouds’, Version 2.6, 24th October, 2018 LINK https://cran.r-project.org/package=wordcloud
  134. H. R. Rothstein, S Hopewell, L. V. Hedges, J. C. Valentine, ‘Grey Literature’, in “The Handbook of Research Synthesis and Meta-Analysis”, 2nd Edn., eds. H. Cooper, Russell Sage Foundation, New York, USA, 2009, pp. 103–128 [Google Scholar]
  135. Q. Mahood, D. Van Eerd, E. Irvin, Res. Synth. Meth., 2014, 5, (3), 221 LINK https://doi.org/10.1002/jrsm.1106 [Google Scholar]
  136. H. A. Mieg, “The Social Psychology of Expertise: Case Studies in Research, Professional Domains, and Expert Roles”, Lawrence Erlbaum Associates Inc, Mahwah, USA, 2001 LINK https://doi.org/10.4324/9781410602282 [Google Scholar]
  137. B. Flyvbjerg, “Making Social Science Matter: Why Social Inquiry Fails and How it Can Succeed Again”, Cambridge University Press, Cambridge, UK, 2001, 204 pp [Google Scholar]
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Assessing the Role of Big Data and the Internet of Things on the Transition to Circular Economy: Part I
Johnson Matthey Technology Review 64, 19 (2020); https://doi.org/10.1595/205651319X15643932870488
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