How the Internet of Things can help knowledge management: a case study from the automotive domain

Purpose Current knowledge management (KM) systems cannot be used effectively for decision-making because of the lack of real-time data. This study aims to discuss how KM can benefit by embedding Internet of Things (IoT). Design/methodology/approach The paper discusses how IoT can help KM to capture data and convert data into knowledge to improve the parking service in transportation using a case study. Findings This case study related to intelligent parking service supported by IoT devices of vehicles shows that KM can play a role in turning the incoming big data collected from IoT devices into useful knowledge more quickly and effectively. Originality/value The literature review shows that there are few papers discussing how KM can benefit by embedding IoT and processing incoming big data collected from IoT devices. The case study developed in this study provides evidence to explain how IoT can help KM to capture big data and convert big data into knowledge to improve the parking service in transportation.

[1]  Stephan Olariu,et al.  Intelligent Transportation Systems and Vehicular Networks that , 2022 .

[2]  H. D. Thomas,et al.  SUCCESSFUL KNOWLEDGE MANAGEMENT PROJECTS , 1998 .

[3]  Yong Chen,et al.  An intelligent tracking system based on internet of things for the cold chain , 2016, Internet Res..

[4]  Kevin Ashton,et al.  That ‘Internet of Things’ Thing , 1999 .

[5]  Xiuzhen Cheng,et al.  Advances on data, information, and knowledge in the internet of things , 2014, Personal and Ubiquitous Computing.

[6]  Rob van Kranenburg,et al.  The Internet of Things : A Critique of Ambient Technology and the All-Seeing network of RFID , 2008 .

[7]  Jie Cheng,et al.  - Jack and the Big Data Beanstalk: Capitalizing on a Growing Marketing Opportunity , 2016 .

[8]  Anthony Mills,et al.  Data, Information, Knowledge, and Wisdom , 2011 .

[9]  G. Erickson,et al.  Competitors, Intelligence, and Big Data , 2013 .

[10]  T. Sowell Knowledge and Decisions , 1980 .

[11]  Wu He,et al.  A state-of-the-art survey of cloud manufacturing , 2015, Int. J. Comput. Integr. Manuf..

[12]  Lida Xu,et al.  The internet of things: a survey , 2014, Information Systems Frontiers.

[13]  Veda C. Storey,et al.  Business Intelligence and Analytics: From Big Data to Big Impact , 2012, MIS Q..

[14]  Maria Rosaria Della Peruta,et al.  A model for the diffusion of knowledge sharing technologies inside private transport companies , 2015, J. Knowl. Manag..

[15]  Gilbert Probst,et al.  Managing Knowledge: Building Blocks for Success , 1999 .

[16]  T. Davenport,et al.  Data to Knowledge to Results: Building an Analytic Capability , 2001 .

[17]  Lihua Huang,et al.  Cloud Computing and the Internet of Things: Technology Innovation in Automobile Service , 2013, HCI.

[18]  Lida Xu,et al.  A visualization platform for internet of things in manufacturing applications , 2016, Internet Res..

[19]  Gongjun Yan,et al.  NOTICE: An Architecture for the Notification of Traffic Incidents , 2012, IEEE Intell. Transp. Syst. Mag..

[20]  Ho Gi Jung,et al.  Sensor Fusion-Based Vacant Parking Slot Detection and Tracking , 2014, IEEE Transactions on Intelligent Transportation Systems.

[21]  Francesco Paolo Deflorio,et al.  Wireless sensor networks for traffic monitoring in a logistic centre , 2013 .

[22]  Morina Rennie,et al.  Accounting for knowledge assets: do we need a new financial statement? , 1999 .

[23]  William H. Dutton,et al.  Putting things to work: social and policy challenges for the Internet of things , 2014 .

[24]  M. Porter,et al.  How Smart, Connected Products Are Transforming Companies , 2015 .

[25]  Helen N. Rothberg,et al.  Intelligence in Action , 2012 .

[26]  P. Drucker Management Challenges for the 21st Century , 1992 .

[27]  Wu He,et al.  Integration of Distributed Enterprise Applications: A Survey , 2014, IEEE Transactions on Industrial Informatics.

[28]  Ying Leng,et al.  Novel design of intelligent internet-of-vehicles management system based on cloud-computing and Internet-of-Things , 2011, Proceedings of 2011 International Conference on Electronic & Mechanical Engineering and Information Technology.

[29]  Antonio Iera,et al.  The Internet of Things: A survey , 2010, Comput. Networks.

[30]  Paul Zikopoulos,et al.  Understanding Big Data: Analytics for Enterprise Class Hadoop and Streaming Data , 2011 .

[31]  S. Debowski Knowledge Management , 2005 .

[32]  Daqi Zhao - Frontiers of Big Data Business Analytics: Patterns and Cases in Online Marketing , 2016 .

[33]  William Lumpkins The Internet of Things Meets Cloud Computing [Standards Corner] , 2013, IEEE Consumer Electron. Mag..

[34]  Gongjun Yan,et al.  SmartParking: A Secure and Intelligent Parking System , 2011, IEEE Intelligent Transportation Systems Magazine.

[35]  Wu He,et al.  Internet of Things in Industries: A Survey , 2014, IEEE Transactions on Industrial Informatics.

[36]  D. Teece Capturing Value from Knowledge Assets: The New Economy, Markets for Know-How, and Intangible Assets , 1998 .

[37]  Chaim Zins,et al.  Conceptual approaches for defining data, information, and knowledge , 2007, J. Assoc. Inf. Sci. Technol..

[38]  Gongjun Yan,et al.  Datacenter at the Airport: Reasoning about Time-Dependent Parking Lot Occupancy , 2012, IEEE Transactions on Parallel and Distributed Systems.

[39]  Ikujiro Nonaka,et al.  The knowledge-creating theory revisited: knowledge creation as a synthesizing process , 2003 .

[40]  Yonghui Zhang,et al.  Intelligent Monitoring System on Refrigerator Trucks Based on the Internet of Things , 2011 .

[41]  María Bermúdez-Edo,et al.  A Knowledge-Based Approach for Real-Time IoT Data Stream Annotation and Processing , 2014, 2014 IEEE International Conference on Internet of Things(iThings), and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom).

[42]  Wu He,et al.  Developing Vehicular Data Cloud Services in the IoT Environment , 2014, IEEE Transactions on Industrial Informatics.

[43]  Gerd Kortuem,et al.  Smart objects as building blocks for the Internet of things , 2010, IEEE Internet Computing.

[44]  Chen-Fu Liao Generating Reliable Freight Performance Measures with Truck GPS Data , 2014 .

[45]  I. Nonaka,et al.  The Knowledge Creating Company , 2008 .

[46]  Stephan Olariu,et al.  Toward Efficient Task Management in Wireless Sensor Networks , 2011, IEEE Transactions on Computers.

[47]  Matt Goldner,et al.  Resource sharing in a cloud computing age , 2012 .