A Review of Tacit Knowledge: Current Situation and the Direction to Go

Currently, tacit knowledge has attracted increasing research attention. However, the theoretical foundation of tacit knowledge is still not well formulated, because the researches are very disperse. This work provides a review of the current researches. First, the definition of tacit knowledge is discussed by answering several questions. Next, tacit knowledge sharing, tacit knowledge quantization are identified as two research topics in the current research community. Following that, the technical progress of each topic is summarized and analyzed. Finally, we provide a thumbnail of the researches and identify three research consensuses to answer where we are. While, seven research directions are identified to answer where we shall go.

[1]  Paul Nightingale,et al.  Tacit knowledge and engineering design , 2009 .

[2]  Adel Hamdan Mohammad,et al.  GUIDELINES FOR TACIT KNOWLEDGE ACQUISITION , 2012 .

[3]  Dan N. Stone,et al.  Antecedents of organizational knowledge sharing: a meta-analysis and critique , 2013, J. Knowl. Manag..

[4]  Philipp Kirsch,et al.  A model for the implementation of industry-wide knowledge sharing to improve risk management practice , 2015 .

[5]  Bożena Hoła,et al.  Tacit Knowledge Contained in Construction Enterprise Documents , 2014 .

[6]  Charles M. Eastman,et al.  On the role of computational support for designers in action , 2015 .

[7]  Jun Wang,et al.  Knowledge Sharing Model based on Concept Clustering , 2007 .

[8]  I. Vertinsky,et al.  Transfers of tacit vs explicit knowledge and performance in international joint ventures: the role of age , 2015 .

[9]  Yong Liu,et al.  Kernel Method Based Human Model for Enhancing Interactive Evolutionary Optimization , 2015, TheScientificWorldJournal.

[10]  Marc Le Goc,et al.  Reducing the gap between experts' knowledge and data: The TOM4D methodology , 2014, Data Knowl. Eng..

[11]  A. Lievens,et al.  Learning during the new financial service innovation process: Antecedents and performance effects , 2004 .

[12]  Hannu Vanharanta,et al.  Tacit knowledge acquisition and sharing in a project work context , 2003 .

[13]  Claus Bossen,et al.  Conceptualization and appropriation: the evolving use of a collaborative knowledge management system , 2005, Critical Computing.

[14]  Krishna P. Gummadi,et al.  Cognos: crowdsourcing search for topic experts in microblogs , 2012, SIGIR '12.

[15]  R. Sternberg,et al.  Developing experience-based (tacit) knowledge through reflection , 2009 .

[16]  S. Sorensen Motivating the Solicited and Unsolicited Sharing of Tacit Knowledge Through the Process of Externalization , 2015 .

[17]  Qiangfu Zhao,et al.  Evolutionary design of neural network tree-integration of decision tree, neural network and GA , 2001, Proceedings of the 2001 Congress on Evolutionary Computation (IEEE Cat. No.01TH8546).

[18]  Kaj U. Koskinen,et al.  The role of tacit knowledge in innovation processes of small technology companies , 2002 .

[19]  Chih-Chin Lai,et al.  A User-Oriented Image Retrieval System Based on Interactive Genetic Algorithm , 2011, IEEE Transactions on Instrumentation and Measurement.

[20]  Jin Sung Kim Development of a Composite Knowledge Manipulation Tool: K-Expert , 2014, Expert Syst. Appl..

[21]  Rory V. O'Connor,et al.  Acquiring and sharing tacit knowledge in software development teams: An empirical study , 2013, Inf. Softw. Technol..

[22]  Patricia Ordóñez de Pablos,et al.  Culture effects on the knowledge sharing in multi-national virtual classes: A mixed method , 2014, Comput. Hum. Behav..

[23]  Zhen Jin,et al.  The effects of online social networks on tacit knowledge transmission , 2016 .

[24]  Fatimah Sidi,et al.  Tacit Knowledge Codification , 2010 .

[25]  Atreyi Kankanhalli,et al.  Contributing Knowledge to Electronic Knowledge Repositories: An Empirical Investigation , 2005, MIS Q..

[26]  N. R. Shamsuar,et al.  Concept Map in Knowledge Sharing Model , 2013 .

[27]  Ragna Seidler-de Alwis,et al.  The use of tacit knowledge within innovative companies: knowledge management in innovative enterprises , 2008, J. Knowl. Manag..

[28]  Qian Huang,et al.  The impact of trust, guanxi orientation and face on the intention of Chinese employees and managers to engage in peer‐to‐peer tacit and explicit knowledge sharing , 2011, Inf. Syst. J..

[29]  O. Boiral Tacit Knowledge and Environmental Management , 2002 .

[30]  Meric S. Gertler,et al.  Tacit Knowledge and the Economic Geography of Context , 2001 .

[31]  J. Krátká Tacit Knowledge in Stories of Expert Teachers , 2015 .

[32]  Nicolas Jonard,et al.  Network structure and the di'usion of knowledge , 2004 .

[33]  Ming-Hong Chen,et al.  Tacit knowledge acquisition and sharing in intra-organization , 2010, 2010 Third International Symposium on Knowledge Acquisition and Modeling.

[34]  Gang Xie,et al.  Ontology- Based Knowledge Management System and Application , 2011 .

[35]  M. Dobbins,et al.  The use of tacit and explicit knowledge in public health: a qualitative study , 2012, Implementation Science.

[37]  Juhana Salim,et al.  A Conceptual Framework for Managing Tacit Knowledge through ICT Perspective , 2013 .

[38]  Anu Puusa,et al.  Is Tacit Knowledge Really Tacit ? , 2010 .

[39]  Yajiong Xue,et al.  Team climate, empowering leadership, and knowledge sharing , 2011, J. Knowl. Manag..

[40]  Chih-Ping Wei,et al.  Finding experts in online forums for enhancing knowledge sharing and accessibility , 2015, Comput. Hum. Behav..

[41]  Gary Klein,et al.  Implicit Learning, Tacit Knowledge, Expertise Development, and Naturalistic Decision Making , 2010 .

[42]  Jia Hao,et al.  Knowledge map-based method for domain knowledge browsing , 2014, Decis. Support Syst..

[43]  Bao-Liang Lu,et al.  EEG-based emotion recognition during watching movies , 2011, 2011 5th International IEEE/EMBS Conference on Neural Engineering.

[44]  Liane Mahlmann Kipper,et al.  Modeling of tacit knowledge in industry: Simulations on the variables of industrial processes , 2015, Expert Syst. Appl..

[45]  M. Schwartz,et al.  What drives innovation output from subsidized R&D cooperation?—Project-level evidence from Germany , 2012 .

[46]  Meng Yew Tee,et al.  Sharing and cultivating tacit knowledge in an online learning environment , 2010, Int. J. Comput. Support. Collab. Learn..

[47]  Joanne Greenhalgh,et al.  Tacit and encoded knowledge in the use of standardised outcome measures in multidisciplinary team decision making: a case study of in-patient neurorehabilitation. , 2008, Social science & medicine.

[48]  Kaj U. Koskinen Tacit knowledge as a promoter of project success , 2000 .

[49]  Bringing tacit knowledge back to contributory and interactional expertise: A reply to Goddiksen. , 2015, Studies in history and philosophy of science.

[50]  Peter Busch,et al.  Tacit Knowledge: Review and Possible Research Directions , 2012, J. Knowl. Manag..

[51]  Nancy J. Nersessian,et al.  Architects in interdisciplinary contexts: Representational practices in healthcare design , 2015 .

[52]  Tua Haldin-Herrgård,et al.  Difficulties in diffusion of tacit knowledge in organizations , 2000 .

[53]  Georg von Krogh,et al.  The quality of group tacit knowledge , 2008, J. Strateg. Inf. Syst..

[54]  I. Nonaka,et al.  The Concept of “Ba”: Building a Foundation for Knowledge Creation , 1998 .

[55]  Carol A. Seger,et al.  Implicit learning. , 1994, Psychological bulletin.

[56]  Georg von Krogh,et al.  Perspective - Tacit Knowledge and Knowledge Conversion: Controversy and Advancement in Organizational Knowledge Creation Theory , 2009, Organ. Sci..

[57]  Meric S. Gertler,et al.  Tacit knowledge and the economic geography of context, or The undefinable tacitness of being (there) , 2003 .

[58]  Gunilla Widén,et al.  Utilization of Information Resources for Business Success: The Knowledge Sharing Model , 2007, Inf. Resour. Manag. J..

[59]  Elizabeth A. Smith The role of tacit and explicit knowledge in the workplace , 2001, J. Knowl. Manag..

[60]  Hideyuki Takagi,et al.  Interactive evolutionary computation: fusion of the capabilities of EC optimization and human evaluation , 2001, Proc. IEEE.

[61]  Jon-Arild Johannessen,et al.  Mismanagement of tacit knowledge: the importance of tacit knowledge, the danger of information technology, and what to do about it , 2001, Int. J. Inf. Manag..

[62]  D. Ernst,et al.  Global Production Networks, Knowledge Diffusion and Local Capability Formation , 2002 .

[63]  Robin Cowan,et al.  Network Structure and the Diffusion of Knowledge , 2004 .

[64]  Ying Ding,et al.  Finding topic-level experts in scholarly networks , 2013, Scientometrics.

[65]  Rory V. O'Connor,et al.  Development of a team measure for tacit knowledge in software development teams , 2009, J. Syst. Softw..

[66]  Zhe Xu,et al.  Thread-based probabilistic models for expert finding in enterprise Microblogs , 2016, Expert Syst. Appl..

[67]  Pradeepa Wijetunge,et al.  Organizational storytelling as a method of tacit-knowledge transfer: Case study from a Sri Lankan university , 2012 .

[68]  Regina Colonia-Willner,et al.  Self-service systems: new methodology reveals customer real-time actions during merger , 2004, Comput. Hum. Behav..

[69]  Yu-Cheng Lin,et al.  Enhancing knowledge exchange through web map-based knowledge management system in construction: Lessons learned in Taiwan , 2006 .

[70]  Visvalingam Suppiah,et al.  Organisational Culture's Influence on Tacit Knowledge Sharing Behaviour , 2011, J. Knowl. Manag..

[71]  Jon McCormack,et al.  Promoting Creative Design in Interactive Evolutionary Computation , 2012, IEEE Transactions on Evolutionary Computation.

[72]  A. Amin,et al.  Knowing in action: beyond communities of practice , 2008 .

[73]  Chien-Yuan Su,et al.  Accumulating and visualising tacit knowledge of teachers on educational assessments , 2011, Comput. Educ..

[74]  Duen-Ren Liu,et al.  Integrating expert profile, reputation and link analysis for expert finding in question-answering websites , 2013, Inf. Process. Manag..

[75]  Hisao Ishibuchi,et al.  Application of Fuzzy Inference Rules to Early Semi-automatic Estimation of Activity Duration in Software Project Management , 2014, IEEE Transactions on Human-Machine Systems.

[76]  Clive Dilnot,et al.  The challenge of the codification of tacit knowledge in designing and making: a case study of CAD systems in the Hong Kong jewellery industry , 2001 .

[77]  Yiqun Liu,et al.  Finding Experts Using Social Network Analysis , 2007 .

[78]  O. Miettinen,et al.  Diagnostic probability function for acute coronary heart disease garnered from experts' tacit knowledge. , 2013, Journal of clinical epidemiology.

[79]  M. Polanyi The Logic of Tacit Inference , 1966, Philosophy.

[80]  IDENTIFICACIÓN DE FACTORES COMUNES ESTUDIADOS, RELACIONADOS CON LA TRANSFERENCIA DE CONOCIMIENTO TÁCITO DENTRO DE LAS ORGANIZACIONES , 2012 .

[81]  Ulrike Cress,et al.  Learning from others' experiences: How patterns foster interpersonal transfer of knowledge-in-use , 2016, Comput. Hum. Behav..

[82]  Dail Fields,et al.  Trust and tacit knowledge sharing and use , 2010, J. Knowl. Manag..

[83]  S. Zaim,et al.  Sciencedirect Peer-review under Responsibility of the International Strategic Management Conference Determining the Critical Factors of Tacit Knowledge in Service Industry in Turkey Peer-review under Responsibility of the International Strategic Management Conference , 2022 .

[84]  Zeshui Xu,et al.  Information fusion for intuitionistic fuzzy decision making: An overview , 2016, Information Fusion.

[85]  Takashi Iba,et al.  How to Write Tacit Knowledge as a Pattern Language: Media Design for Spontaneous and Collaborative Communities , 2011 .

[86]  Qiang Lu,et al.  A Semantic based P2P Personal Knowledge Sharing Model , 2012 .

[87]  Wen-der Yu,et al.  Proactive problem-solver for construction , 2010 .

[88]  Juan-Zi Li,et al.  Expert Finding in a Social Network , 2007, DASFAA.

[89]  Pan Quan-ke,et al.  A Game between Enterprise and Employees about the Tacit Knowledge Transfer and Sharing , 2012 .

[90]  Khalil Drira,et al.  A collaborative methodology for tacit knowledge management: Application to scientific research , 2016, Future Gener. Comput. Syst..

[91]  Debbie Richards,et al.  Visual Mapping of Articulable Tacit Knowledge , 2001, InVis.au.

[92]  Felicitas U Evangelista,et al.  Acquiring tacit and explicit marketing knowledge from foreign partners in IJVs , 2007 .

[93]  Helen Partridge,et al.  Towards tacit knowledge sharing over social web tools , 2013, J. Knowl. Manag..

[94]  S. Armstrong,et al.  Experiential learning and the acquisition of managerial tacit knowledge , 2008 .

[95]  Steven Durlauf,et al.  Social Capital , 2004 .

[96]  Hani Okoroafor,et al.  The barriers to tacit knowledge sharing in franchise organizations , 2014 .

[97]  M. Becerra,et al.  Perceived Trustworthiness Within The Organization: The Moderating Impact Of Communication Frequency , 2002 .

[98]  Hideyuki Takagi,et al.  New IEC research and frameworks , 2009 .

[99]  D. Tabatabai,et al.  The acquisition of tacit knowledge in medical education: learning by doing , 2006, Medical education.

[100]  Theodoros Lappas,et al.  Finding a team of experts in social networks , 2009, KDD.

[101]  Dennis B. Arnett,et al.  Improving marketing success: The role of tacit knowledge exchange between sales and marketing , 2014 .

[102]  Weiguo Fan,et al.  ExpertRank: A topic-aware expert finding algorithm for online knowledge communities , 2013, Decis. Support Syst..

[103]  Wen-Bao Lin,et al.  The effect of knowledge sharing model , 2008, Expert Syst. Appl..

[104]  Josefa Melgar Bayardo,et al.  Influence of Relational Psychological Contract and Affective Commitment in the Intentions of Employee to Share Tacit Knowledge , 2015 .

[105]  Shu-Chen Yang,et al.  International Journal of Information Management Social Capital, Behavioural Control, and Tacit Knowledge Sharing—a Multi-informant Design , 2022 .

[106]  Jennifer Hedlund,et al.  Identifying and assessing tacit knowledge: understanding the practical intelligence of military leaders , 2003 .

[107]  S. Turner,et al.  Codifying knowledge to improve patient safety: a qualitative study of practice-based interventions. , 2014, Social science & medicine.

[108]  Matt Syal,et al.  Expert knowledge elicitation for decision-making in home energy retrofits , 2014 .

[109]  H. Hoarau Knowledge Acquisition and Assimilation in Tourism-Innovation Processes , 2014 .

[110]  Gregory W. Kauffman,et al.  Extraction of tacit knowledge from large ADME data sets via pairwise analysis. , 2011, Bioorganic & medicinal chemistry.

[111]  Chen Wang,et al.  Repertory grid technique in the development of Tacit-based Decision Support System (TDSS) for sustainable site layout planning , 2011 .

[113]  Shimon Y. Nof,et al.  Co-Insights framework for collaborative decision support and tacit knowledge transfer , 2016, Expert Syst. Appl..

[114]  A. Sasco,et al.  Training in environmental health necessitates tacit knowledge , 2015, Environment, Development and Sustainability.

[115]  R. Govindaraju,et al.  Knowledge sharing model development in community of practice (CoP) among doctors , 2012, 2012 IEEE International Conference on Management of Innovation & Technology (ICMIT).

[116]  James T. C. Teng,et al.  An Integrated Framework for Effective Tacit Knowledge Transfer , 2011, AMCIS.

[117]  Miho Ohsaki,et al.  Interactive Evolutionary Computation-Based Hearing Aid Fitting , 2007, IEEE Transactions on Evolutionary Computation.

[118]  Jenny Fry,et al.  Factors affecting knowledge sharing in the virtual organisation: Employees' sense of well-being as a mediating effect , 2015, Comput. Hum. Behav..

[119]  Chieh-Peng Lin To Share or Not to Share: Modeling Tacit Knowledge Sharing, Its Mediators and Antecedents , 2007 .

[120]  Mark J. Clayton,et al.  Dynamic Knowledge Map: Reusing Experts’ Tacit Knowledge in the AEC Industry , 2004, ACADIA proceedings.

[121]  Heeseok Lee,et al.  The effects of individual motivations and social capital on employees ’ tacit and explicit knowledge sharing intentions , 2015 .

[122]  Pei-Chi Wu,et al.  Knowledge Sharing Model and its Implication on Knowledge Categorization and Management , 2006 .

[123]  Abdulmajid Mohamed,et al.  Facilitating tacit-knowledge acquisition within requirements engineering , 2010 .

[124]  Sandra Rothenberg,et al.  Tacit knowledge transfer and the knowledge disconnect , 2006, J. Knowl. Manag..

[125]  Won-Kyung Sung,et al.  Finding Topic-centric Identified Experts based on Full Text Analysis , 2007, FEWS.

[126]  Yoichi Hayashi,et al.  Knowledge acquisition in the fuzzy knowledge representation framework of a medical consultation system , 2004, Artif. Intell. Medicine.

[127]  Juhana Salim,et al.  Managing Tacit Knowledge in MNCS and the Role of ICT: Review Paper , 2013 .

[128]  Albino Nogueiras,et al.  Speech emotion recognition using hidden Markov models , 2001, INTERSPEECH.

[129]  Vito Albino,et al.  Organization and technology in knowledge transfer , 2004 .

[130]  Rikio Maruta,et al.  The creation and management of organizational knowledge , 2014, Knowl. Based Syst..

[131]  David House,et al.  Awareness of Organizational Expertise , 2002, Int. J. Hum. Comput. Interact..

[132]  Pierpaolo Andriani,et al.  Managing knowledge associated with innovation , 2003 .

[133]  Cecilio Angulo,et al.  InsERT: The inspirational expert recommender tool , 2015, 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

[134]  R. Noe,et al.  Knowledge sharing: A review and directions for future research , 2010 .

[135]  Derek H.T. Walker,et al.  Biases and heuristics in judgment and decision making: The dark side of tacit knowledge , 2004 .

[136]  Syed Sibte Raza Abidi,et al.  A knowledge creation info-structure to acquire and crystallize the tacit knowledge of health-care experts , 2005, IEEE Transactions on Information Technology in Biomedicine.