R. L. Ackoff, From data to wisdom, Journal of Applied Systems Analysis, vol.16, pp.3-9, 1989.

M. Acosta, A. Zaveri, E. Simperl, D. Kontokostas, S. Auer et al., Crowdsourcing linked data quality assessment, Proceedings of the International Semantic Web Conference (ISWC), pp.260-276, 2013.

J. Akoka, L. Berti-equille, O. Boucelma, M. Bouzeghoub, I. Comyn-wattiau et al., , 2007.

, A Framework for quality evaluation in data integration systems, Proceedings of the International Conference on Entreprise Information Systems (ICEIS), p.10

M. Alaranta and S. L. Jarvenpaa, Changing it providers in public sector outsourcing: Managing the loss of experiential knowledge, Proceedings of the Hawaii International Conference on System Sciences (HICSS), pp.1-10, 2010.

M. Alavi and D. E. Leidner, Review: Knowledge management and knowledge management systems: Conceptual foundations and research issue, MIS Quarterly, issue.1, p.25, 2001.

S. Alter, Information Systems: A Management Perspective, 1999.

R. Angles, A comparison of current graph database models, Proceedings of EEE International Conference on Data Engineering (ICDE) Workshops, pp.171-177, 2012.

R. Angles and C. Gutierrez, Survey of graph database models, ACM Computing Surveys (CSUR), vol.40, issue.1, pp.1-39, 2008.

P. Arduin, M. Grundstein, and C. Sabroux, From knowledge sharing to collaborative decision making, International Journal of Information and Decision Sciences, vol.5, issue.3, 2013.
URL : https://hal.archives-ouvertes.fr/hal-01507103

L. Argote and P. Ingram, Knowledge transfer: A basis for competitive advantage in firms, Organizational Behavior and Human Decision Processes, vol.82, issue.1, pp.150-169, 2000.

C. Avgerou, The significance of context in information systems and organizational change, Information Systems Journal, vol.11, issue.1, pp.43-64, 2001.

P. Barceló, L. Libkin, and J. L. Reutter, Querying regular graph patterns, Journal of the ACM, vol.61, issue.1, p.54, 2014.

D. Barrau, N. Barthélémy, Z. Kedad, B. Laboisse, S. Nugier et al., Gestion de la qualité des données ouvertes liées -État des lieux et perspectives, 2016.

N. Barthélémy, E. Rossin, G. Aldebert, D. Barrau, G. Rougier et al., , 2015.

, Ouverture des donnéesà l'externe : apprentissage. Compte-rendu du groupe de travail ExQI Open Data

V. R. Basili, G. Caldiera, and H. D. Rombach, The Goal Question Metric Approach, Encyclopedia of Software Engineering, 1994.

C. Batini, C. Cappiello, C. Francalanci, and A. Maurino, Methodologies for data quality assessment and improvement, ACM Computing Surveys (CSUR), vol.41, issue.3, p.52, 2009.

C. Batini and M. Scannapieco, Data and Information Quality: Dimensions, Principles and Techniques, 2016.

J. Becker, M. Rosemann, and C. V. Uthmann, Guidelines of business process modeling, Business Process Management, Models, Techniques, and Empirical Studies, pp.30-49, 2000.

L. Berti-Équille, J. Akoka, O. Boucelma, M. Bouzeghoub, I. Comyn-wattiau et al., QUADRIS : Qualité des données dans les systèmes d'informations multi-sources. Colloque Panorama des Recherches Incitatives en STIC (PaRISTIC), 2006.

L. Berti-equille, I. Comyn-wattiau, Z. Kedad, V. Peralta, M. Cosquer et al., Assessment and Analysis of Information Quality: a Multidimensional Model and Case Studies, Journal International Journal of Information Quality, vol.2, issue.4, pp.300-323, 2011.
URL : https://hal.archives-ouvertes.fr/hal-00666237

V. Besson, D. Fiala, P. Rigaux, and V. Thion, Gioqoso, an Online Quality Evaluation Tool for MEI Scores, Music encoding, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01708859

V. Besson, M. Gurrieri, P. Rigaux, A. Tacaille, and V. Thion, A Methodology for Quality Assessment in Collaborative Score Libraries, Proceedings of the International Society for Music Information Retrieval Conference, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01316014

E. Beulen, V. Tiwari, and E. Van-heck, Understanding transition performance during offshore it outsourcing, Strategic Outsourcing: An International Journal, vol.4, issue.3, pp.204-227, 2011.

P. Bosc and O. Pivert, SQLf: a relational database language for fuzzy querying, IEEE Transactions on Fuzzy Systems, vol.3, pp.1-17, 1995.

A. Bozzon, M. Brambilla, S. Ceri, A. Mauri, and R. Volonterio, Pattern-based specification of crowdsourcing applications, Proceedings of the International Conference on Web Engineering (ICWE), pp.218-235, 2014.

. Brightplanet, The deep web: Surfacing hidden value, The Journal of Electronic Publishing, vol.7, issue.1, 2001.

A. Castelltort, A. Laurent, O. Pivert, O. Slama, and V. Thion, Trends and Challenges Related to NoSQL Data Models, chapter Fuzzy Preference Queries to NoSQL Graph Databases, 2018.

S. Chignard and L. Benyayer, Datanomics -Les nouveaux business models des données. FYPÉditions, 2015.

W. M. Cohen and D. A. Levinthal, Absorptive capacity: A new perspective on learning and innovation, Administrative Science Quarterly, vol.35, issue.1, pp.128-152, 1990.

F. Daniel, P. Kucherbaev, C. Cappiello, B. Benatallah, A. et al., Quality control in crowdsourcing: A survey of quality attributes, assessment techniques, and assurance actions, ACM Computing Surveys (CSUR), vol.51, issue.1, p.40, 2018.

T. H. Davenport and L. Prusak, Working Knowledge: How Organizations Manage What They Know, 1998.

T. H. Davenport and J. E. Short, The new industrial engineering: Information technology and business process redesign, Sloan Management review, vol.31, issue.4, pp.11-27, 1990.

J. De-feo, W. Barnard, and J. Institute, Institute's Six Sigma Breakthrough and Beyond -Quality Performance Breakthrough Methods, 2005.

A. Degenne and M. Forse, Introducing Social Networks, 1999.

W. H. Delone and E. R. Mclean, Information systems success: The quest for the dependent variable, Information Systems Research, vol.3, issue.1, pp.60-95, 1992.

W. H. Delone and E. R. Mclean, The DeLone and McLean Model of Information Systems Success: A Ten-Year Update, Journal of Management Information Systems, vol.19, issue.4, pp.9-30, 2003.

W. E. Deming, Out of the Crisis, 2000.

J. Dibbern, T. Goles, R. Hirschheim, and B. Jayatilaka, Information systems outsourcing: A survey and analysis of the literature, SIGMIS Database, vol.35, issue.4, pp.6-102, 2004.

D. Dubois and H. Prade, Using fuzzy sets in flexible querying: Why and how?, Flexible Query Answering Systems, pp.45-60, 1997.

D. Duquennoy, B. Laboisse, S. Nugier, and V. Thion, An Evaluation Framework for Data Quality Tools, Proceedings of the International Conference on Information Quality, 2007.
URL : https://hal.archives-ouvertes.fr/hal-01343272

L. P. English, Improving data warehouse and business information quality: methods for reducing costs and increasing profits, 1999.

M. J. Eppler and M. Helfert, A framework for the classification of data quality costs and an analysis of their progression, Proceedings of the International Conference on Information Quality (ICIQ), 2004.

Z. Erden, G. Von-krogh, and I. Nonaka, The quality of group tacit knowledge, Journal of Strategic Information Systems, vol.17, issue.1, pp.4-18, 2008.

D. Fiala, P. Rigaux, A. Tacaille, V. Thion, and T. Gioqoso-members, Data quality rules for digital score libraries, 2018.
URL : https://hal.archives-ouvertes.fr/hal-01734821

F. Foscarin, D. Fiala, F. Jacquemart, P. Rigaux, and V. Thion, GioQoso, an On-line Quality Assessment Tool for Music Notation, Proceedings of the International Conference on Technologies for Music Notation and Representation (TENOR), 2018.

B. Gallagher, Matching structure and semantics: A survey on graph-based pattern matching, AAAI Fall Symposium, pp.45-53, 2006.

M. Grim-yefsah, Apports managériaux et techniques pour l'amélioration du processus de transition : Cas de l'externalisation informatique dans un EPST, 2012.

M. Grim-yefsah, C. Rosenthal-sabroux, . Si-said, S. Cherfi, and V. Thion, Evaluation and Improvement of a Transition Business Process: A Case Study guided by a Semantic Quality-based Approach, Information Systems Management, vol.33, issue.1, pp.74-87, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01093013

M. Grim-yefsah, C. Rosenthal-sabroux, and V. Thion, Évaluation de la qualité d'un processus métierà l'aide d'informations issues de réseaux informels, Revue des sciences et technonlogies de l'information (RSTI), vol.15, pp.66-83, 2010.

M. Grim-yefsah, C. Rosenthal-sabroux, and V. Thion, Un premier pas vers l'utilisation d'une analyse structurelle de réseau social pourévaluer la qualité d'un processus métier, Proceedings of the conférence InFormatique des ORganisations et Systèmes d'Information, 2010.

M. Grim-yefsah, C. Rosenthal-sabroux, and V. Thion, Changing Provider in an Outsourced Information System Project: Good Practices for Knowledge Transfer, Proceedings of the International Conference on Knowledge Management and Information Sharing, pp.318-321, 2011.
URL : https://hal.archives-ouvertes.fr/hal-01125945

M. Grim-yefsah, C. Rosenthal-sabroux, and V. Thion, Using information of an Informal Network to Evaluate Business Process Robustness, Proceedings of the International Conference on Knowledge Management and Information Sharing, pp.430-435, 2011.
URL : https://hal.archives-ouvertes.fr/hal-01125944

M. Grundstien, Distinguishing knowledge from information. A prerequisite for elaborating km initiative strategy, Proceedings of the International Conference on Knowledge Management and Information Sharing, 2009.

J. Howe, The rise of crowdsourcing. Wired magazine, p.14, 2006.

K. Huang, W. Lee, Y. Wang, and R. Y. , Quality Information and Knowledge Management, 1999.

M. W. Huber, C. A. Piercy, and P. G. Mckeown, Information Systems: Creating Business Value, 2006.

, ISO 9000:2000 -Quality management systems -Fundamentals and vocabulary, International Organization for Standardization, 2000.

, International Organization for Standardization, vol.9001, 2008.

L. M. Jessup and J. S. Valacich, Information Systems Today: Managing in the Digital World, 2008.

W. Kießling and G. Köstler, Preference SQL -design, implementation, experiences, Proceedings of the International Conference on Very Large Databases (VLDB), pp.990-1001, 2002.

D. Kontokostas, P. Westphal, S. Auer, S. Hellmann, J. Lehmann et al., Test-driven evaluation of linked data quality, Proceedings of the International World Wide Web Conferences (WWW), pp.747-758, 2014.

M. C. Lacity and R. Hirschheim, The information systems outsourcing bandwagon, Sloan Management Review, vol.35, issue.1, pp.73-86, 1993.

R. Laue and V. Gruhn, Complexity metrics for business process models, Proceedings of the International Conference on Business Information Systems (BIS), pp.1-12, 2006.

R. G. Lee and B. G. Dale, Business process management: a review and evaluation, Business Process Management Journal, vol.4, issue.3, pp.214-225, 1998.

Y. W. Lee, L. Pipino, J. D. Funk, and R. Y. Wang, Journey to Data Quality, 2006.

M. Lohrmann and M. Reichert, Understanding Business Process Quality, pp.41-73, 2013.

D. Loshin, Enterprise Knowledge Management: The Data Quality Approach, 2001.

D. Loshin, The Practitioner's Guide to Data Quality Improvement, 2010.

B. Ludäscher, M. Weske, T. M. Mcphillips, and S. Bowers, Scientific workflows: Business as usual?, Proceedings of the International Conference (BPM), pp.31-47, 2009.

S. E. Madnick, R. Y. Wang, Y. W. Lee, and H. Zhu, Overview and framework for data and information quality research, Journal of Data and Information Quality (JDIQ), vol.1, issue.1, p.22, 2009.

K. Marcal-de-oliveira, V. Thion, S. Dupuy-chessa, M. Gervais, . Si-said et al., Limites de l'évaluation d'un système d'information : une analyse fondée sur l'expérience pratique, Proceedings of the conférence InFormatique des ORganisations et Systèmes d'Information et de Décision (INFORSID), pp.395-410, 2012.

R. O. Mason and I. I. Mitroff, A program for research on management information systems, Management Science, vol.19, issue.5, pp.475-487, 1973.

J. Mendling, H. A. Reijers, and J. Recker, On the usage of labels and icons in business process modeling, International Journal of Information System Modeling and Design, vol.1, issue.2, pp.40-58, 2010.

L. F. Monteiro and K. M. De-oliveira, Defining a catalog of indicators to support process performance analysis, Journal of Software Maintenance and Evolution-Research and Practice, vol.23, issue.6, pp.395-422, 2011.

C. Morley, M. Bia-figueiredo, and Y. Gillette, Processus Métiers et S.I. -Gouvernance, management, 2011.

C. Morley, J. Hugues, B. Leblanc, and O. Hugues, Processus Métiers et S.I. -Evaluation, modélisation, 2004.

, The Neo4j Manual, Neo Technology, 2013.

. Neo4j, Neo4j web site. www.neo4j.org, 2019.

I. Nonaka, The knowledge-creating company, Harvard Business Review, vol.69, issue.6, pp.96-104, 1991.

I. Nonaka, A dynamic theory of organizational knowledge creation. organization science, Organization Science, vol.5, issue.1, pp.14-37, 1994.

I. Nonaka and N. Konno, The concept of "ba": Building a foundation for knowledge creation, California Management Review, vol.40, issue.3, pp.40-55, 1998.

I. Nonaka and H. Takeuchi, The Knowledge-Creating Company -How Japanese Companies Create the Dynamics of Innovation, 1995.

J. Oakland, Total Quality Management, 1989.

, Business process model and notation (bpmn) -version 2.0.2, 2013.

, Omg unified modeling language (omg uml) -version 2.5.1, 2017.

M. Olzmann and M. G. Wynn, How to switch it service providers: Recommendations for a successful transition, International Journal on Advances in Intelligent Systems, vol.5, issue.1 & 2, p.209219, 2012.

K. Palmberg, Exploring process management: are there any widespread models and definitions?, Journal, vol.21, issue.2, pp.203-215, 2009.

R. J. Paul, Challenges to information systems: time to change, European Journal of Information Systems, vol.16, issue.3, pp.193-195, 2007.

Z. Pawlak, Rough sets, decision algorithms and bayes' theorem, European Journal of Operational Research, vol.136, issue.1, pp.181-189, 2002.

V. Peralta, V. Thion, Z. Kedad, L. Berti-Équille, I. Comyn-wattiau et al., Multidimensional Management and Analysis of Quality Measures for CRM Applications in an Electricity Company, Proceedings of the International Conference on Information Quality (ICIQ), 2009.
URL : https://hal.archives-ouvertes.fr/hal-01196493

J. R. Persse, Process Improvement Essentials -CMMI, Six Sigma, and ISO 9001, 2006.

O. Pivert and P. Bosc, Fuzzy Preference Queries to Relational Databases, 2012.
URL : https://hal.archives-ouvertes.fr/hal-00736368

O. Pivert, O. Slama, G. Smits, and V. Thion, A Fuzzy Extension of SPARQL for Querying Gradual RDF Data, Proceedings of the IEEE International Conference on Research Challenges in Information Science (RCIS) Posters, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01297190

O. Pivert, O. Slama, G. Smits, and V. Thion, SUGAR: A Graph Database Fuzzy Querying System, Proceedings of the IEEE International Conference on Research Challenges in Information Science (RCIS) Demos, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01297185

O. Pivert, O. Slama, and V. Thion, An Extension of SPARQL with Fuzzy Navigational Capabilities for Querying Fuzzy RDF Data, Proceedings of the IEEE International Conference on Fuzzy Systems, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01290932

O. Pivert, O. Slama, and V. Thion, SPARQL Extensions with Preferences: a Survey, ACM Symposium on Applied Computing, 2016.
URL : https://hal.archives-ouvertes.fr/hal-01235190

O. Pivert, G. Smits, and V. Thion, Expression and Efficient Processing of Fuzzy Queries in a Graph Database Context, Proceedings of the IEEE International Conference on Fuzzy Systems, p.8, 2015.
URL : https://hal.archives-ouvertes.fr/hal-01140195

O. Pivert, V. Thion, H. Jaudoin, and G. Smits, On a Fuzzy Algebra for Querying Graph Databases, Proceedings of the IEEE International Conference on Tools with Artificial Intelligence (ICTAI), pp.748-755, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01059991

M. Polanyi, The tacit dimension, 1967.

M. Polanyi, Personal Knowledge: Towards a Post-Critical Philosophy, 1974.

M. E. Porter and V. E. Millar, How information gives you competitive advantage, Harvard Business Review, vol.64, issue.4, pp.149-160, 1985.

F. Radulovic, N. Mihindukulasooriya, R. García-castro, and A. Gómez-pérez, A comprehensive quality model for linked data, Semantic Web, vol.9, issue.1, pp.3-24, 2018.

T. C. Redman, Data Quality for the Information Age, 1996.

R. Reix and F. Rowe, Faire de la recherche en systèmes d'information, chapter La recherche en systèmes d'information : de l, 2002.

P. Rigaux, L. Abrouk, H. Audéon, N. Cullot, C. Davy-rigaux et al., The Design and Implementation of NEUMA, a Collaborative Digital Score Library -Requirements, architecture, and models, International Journal On Digital Libraries (IJODL), pp.1-24, 2012.
URL : https://hal.archives-ouvertes.fr/hal-01126064

P. Rigaux and V. Thion, Quality Awareness over Graph Pattern Queries, Proceedings of the International Database Engineering & Applications Symposium (IDEAS), 2017.
URL : https://hal.archives-ouvertes.fr/hal-01528456

C. Rosenthal-sabroux and M. Grundstein, A knowledge management approach of ict, Journal of Science, vol.24, issue.2, pp.162-169, 2007.

M. Scannapieco and L. Berti, Data and Information Quality: Dimensions, Principles and Techniques, chapter Quality of Web Data and Quality of Big Data: Open Problems, pp.421-449, 2016.

W. A. Shewhart, Economic Control of Quality of Manufactured Product, 1980.

S. Cherfi, S. Guillotel-nothmann, C. Hamdi, F. Rigaux, P. et al., Ontology-Based Annotation of Music Scores, Proceedings of the International Conference on Knowledge Capture (K-CAP), 2017.

S. Cherfi, S. Hamdi, F. Rigaux, P. Thion, V. et al., Formalizing Quality Rules on Music Notation: an Ontology-based Approach, Proceedings of the International Conference on Technologies for Music Notation and Representation (TENOR), 2017.

S. Cherfi, S. Thion, and V. , La qualité et la gouvernance des données au service de la performance des entreprises, chapterÉvaluation de la qualité d'un processus métier -Enjeux, cas d'étude et bonnes pratiques, pp.215-240, 2012.

S. Tsuchiya, Improving knowledge creation ability through organizational learning, Proceedings of the International Symposium on the Management of Industrial and Corporate Knowledge, pp.87-95, 1993.

W. M. Van-der-aalst, A. H. Ter-hofstede, B. Kiepuszewski, and A. P. Barros, Workflow patterns. Distributed and Parallel Databases, vol.14, pp.5-51, 2003.

I. Vanderfeesten, J. Cardoso, H. A. Reijers, and W. Van-der-aalst, BPM and Workflow Handbook, Concepts, Case Studies and Standards in Business Process Management and Workflow, chapter Quality Metrics for Business Process Models, pp.179-190, 2007.

S. Wasserman and K. Faust, Social Network Analysis: Methods and Applications, 1994.

M. Weske, Business Process Management -Concepts, Languages, Architectures, 2012.

L. P. Willcocks and T. Kern, IT outsourcing as strategic partnering: the case of the UK Inland Revenue, European Journal of Information Systems, vol.7, issue.1, pp.29-45, 1998.

P. T. Wood, Query languages for graph databases, SIGMOD Record, vol.41, issue.1, pp.50-60, 2012.

L. A. Zadeh, Fuzzy sets, Information and control, vol.8, issue.3, pp.338-353, 1965.

A. Zaveri, D. Kontokostas, M. A. Sherif, L. Bühmann, M. Morsey et al., User-driven quality evaluation of DBpedia, Proceedings of the International Conference on Semantic Systems (I-SEMANTICS), pp.97-104, 2013.

A. Zaveri, A. Rula, A. Maurino, R. Pietrobon, J. Lehmann et al., Quality assessment for linked data: A survey, Semantic Web, vol.7, pp.63-93, 2016.