Jaime Campos is an Associate Professor in Informatics at Linnaeus University, Sweden. His research focuses on industrial informatics and human-centered digital transformation, with particular emphasis on decision support and on the design and interpretation of data-driven and AI-based systems in real-world contexts. His work has been applied primarily in industrial maintenance and asset management, as well as in healthcare settings, including eHealth applications.
His doctoral research was conducted within the EU-funded DYNAMITE (Dynamic Decisions in Maintenance) project, in collaboration with VTT Technical Research Centre of Finland. Within this project, he developed and evaluated decision-support applications based on web, mobile, embedded, and agent-based technologies for use in industrial maintenance and production environments.
His current work explores the integration of artificial intelligence, particularly machine learning and explainable AI (XAI), as well as emerging large language model–based approaches, into socio-technical decision-support systems that support organizational and business decision-making. His research places emphasis on interpretability, usability, and informed human decision-making in AI-enabled solutions, aiming to bridge advanced analytical methods with practical use in real-world organizational settings.
He is the author and co-author of numerous scientific publications in industrial informatics, maintenance and asset management, healthcare and eHealth, and applied data analytics, with contributions that include system design, decision-support methodologies, and applied AI in socio-technical and human-centered contexts. He has served as a keynote speaker and has undertaken editorial and reviewer roles for international journals and conferences. In addition, he is the coordinator of the Master’s Programme in Information Systems at Linnaeus University and teaches courses that include modules related to digital transformation, data analytics, decision support, and the application of AI in organizational and human-centered information systems.
Mina pågående forskningsprojekt
Mina avslutade forskningsprojekt
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Projekt: From empowering to viable living (FRONT-VL) Att den åldrande befolkningen ska få ökat inflytande över den egna situationen och kunna bo kvar hemma längre, genom stöd från sakernas Internet.…
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Projekt: Hållbart underhåll av grusväg (HUG) I detta projekt samverkar akademi och lokala företag för att ta fram ett nytt koncept för hållbart underhåll av grusväg, där nya tekniska lösningar…
Publikationer
Artikel i tidskrift (Refereegranskat)
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Kans, M., Campos, J. (2024). Digital capabilities driving industry 4.0 and 5.0 transformation : Insights from an interview study in the maintenance domain. Journal of Open Innovation: Technology, Market, and Complexity. 10 (4).
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Kans, M., Campos, J., Håkansson, L. (2022). The development of a cloud-based information system for gravel road maintenance. International Journal of COMADEM. 25 (2). 31-38.
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Campos, J., Kans, M., Salonen, A. (2021). A project management methodology to achieve successful digitalization in maintenance organizations. International Journal of COMADEM. 24 (1). 3-9.
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Aidemark, J., Campos, J. (2021). Barriers to adoption of eHealth solutions based on research project result. International Journal of Integrated Care. 21 (S1).
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Askenäs, L., Campos, J., Aidemark, J., Boström, M. (2021). Integrated care for elderly living at home : a case description of IoT and big data possibilities. International Journal of Integrated Care. 20 (S1).
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Campos, J., Sharma, P., Albano, M., Ferreira, L.L., Larrañaga, M. (2020). An Open Source Framework Approach to Support Condition Monitoring and Maintenance. Applied Sciences. 10 (18). 1-17.
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Kans, M., Campos, J., Håkansson, L. (2020). Current practices and new approaches within condition monitoring of gravel roads. International Journal of COMADEM. 23 (4). 3-8.
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Jantunen, E., Gorostegui, U., Zurutuza, U., Albano, M., Ferreira, L.L., et al. (2018). Remote maintenance support with the aid of cyber-physical systems and cloud technology. Proceedings of the Institution of mechanical engineers. Part I, journal of systems and control engineering. 232 (6). 784-794.
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Albano, M., Sharma, P., Campos, J., Jantunen, E. (2018). Energy Saving by Blockchaining Maintenance.. Journal of Industrial Engineering and Management Science. 2018 (1). 63-88.
Status: Publicerad -
Sharma, P., Baglee, D., Campos, J., Jantunen, E. (2017). Big data collection and analysis for manufacturing organisations. Big Data and Information Analytics. 2 (2). 127-139.
Status: Publicerad -
Campos, J., Sharma, P., Jantunen, E., Baglee, D., Fumagalli, L. (2017). Business Performance Measurements in Asset Management with the Support of Big Data Technologies. Management Systems in Production Engineering. 25 (3). 143-149.
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Kans, M., Campos, J., Salonen, A., Bengtsson, M. (2017). The Thinking Industry : An approach for Gaining Highest Advantage of Digitalisation within Maintenance. Journal of Maintenance Engineering. 2. 147-158.
Status: Publicerad -
Jantunen, E., Sharma, P., Gorostegui, U., Baglee, D., Campos, J. (2017). Management of maintenance on an e-maintenance platform. Journal of Maintenance Engineering. 2. 414-426.
Status: Publicerad -
Campos, J. (2016). Managing the information systems in the industrial domain. Cogent Business & Management. 3 (1). 1-33.
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Campos, J., Jantunen, E., Baglee, D., Fumagalli, L., Emmanouilidis, C., et al. (2016). Mobile Information Systems in Maintenance Engineering and Asset Management. Journal of Societal Studies. 8 (2). 180-197.
Status: Publicerad -
Campos, J. (2015). Information Systems development aspects for the mobile web technologies. Social Technologies. 5 (1). 62-72.
Status: Publicerad -
Campos, J., Kortelainen, J., Jantunen, E. (2014). Industrial open source solutions for product life cycle management. Cogent Engineering. 1 (1).
Status: Publicerad -
Campos, J. (2014). Current and prospective information and communication technologies for the e-maintenance applications. Journal of Quality in Maintenance Engineering. 20 (3). 233-248.
Status: Publicerad -
Campos, J., Jantunen, J., Prakash, O. (2009). A web and mobile device architecture for mobile e-maintenance. The International Journal of Advanced Manufacturing Technology. 45 (1-2). 71-80.
Status: Publicerad -
Campos, J. (2009). Ontologies for Condition Monitoring and Maintenance. International Journal of Comadem. 12 (4). 33-39.
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Campos, J. (2009). Development in the application of ICT in condition monitoring and maintenance. Computers in industry (Print). 60 (1). 1-20.
Status: Publicerad -
Campos, J. (2008). Agent and web technologies for conflict resolution between production and maintenance. Spectrum. 48.
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Campos, J., Jantunen, E., Prakash, O. (2008). A Mobile Maintenance Decision Support System. Maintenance and Asset Management Journal. 23 (2). 42-48.
Status: Publicerad -
Campos, J., Jantunen, E., Prakash, O. (2007). Development of a Maintenance System Based on Web and Mobile Technologies. Journal of International Technology and Information Management, JITIM. 16 (4). 1-8.
Status: Publicerad
Konferensbidrag (Refereegranskat)
- Kans, M., Campos, J. (2025). Innovative Business Models for Infrastructure Maintenance. . 503-508.
- Campos, J., Shakhovska, N. (2025). Advancing XAI Development : An Agile Framework for Human-Centered and Explainable AI. Artificial Intelligence in HCI (HCII 2025). 22-40.
- Basystiuk, O., Melnykova, N., Campos, J. (2024). Detecting Multimodal Data in Information System. International Scientific and Technical Conference on Computer Sciences and Information Technologies.
- Shakhovska, N., Campos, J. (2024). Predictive Maintenance for Wind Turbine Bearings: An MLOps Approach with the DIAFS Machine Learning Model. Proceedings of the 1st International Conference on Smart Automation & Robotics for Future Industry (SMARTINDUSTRY 2024) Lviv, Ukraine, April 18-20, 2024..
- Kans, M., Campos, J. (2023). Mapping Maintenance Related Information Using the MIMOSA CRIS Standard : A Case Study Within Gravel Road Maintenance. 16th WCEAM Proceedings. WCEAM 2022. 688-696.
- Campos, J. (2022). Appraisal of Artificial Intelligence for fall prevention & fall risk assessment. Proceedings of the 5th International Conference on Informatics & Data-Driven MedicineLyon, France, November 18 - 20, 2022. 21-34.
- Kans, M., Campos, J., Håkansson, L. (2022). An ICT System for Gravel Road Maintenance : Information and Functionality Requirements. International Congress and Workshop on Industrial AI 2021. 53-64.
- Kans, M., Campos, J. (2021). A novel database model for gravel road maintenance. 2021 International Conference on Maintenance and Intelligent Asset Management (ICMIAM). 1-5.
- Mbiyana, K., Kans, M., Campos, J. (2021). A data-driven approach for gravel road maintenance. 2021 International Conference on Maintenance and Intelligent Asset Management (ICMIAM). 1-6.
- Sokolovsky, I., Campos, J. (2020). Numerical Models of Diffusion Processes Based on Fractional Order Derivatives. Proceedings of 2020 IEEE 15th International Scientific and Technical Conference on Computer Sciences and Information Technologies, CSIT 2020. 233-236.
- Bashtyk, Y., Campos, J., Fechan, A., Konstantyniv, S., Yakovyna, V. (2020). Computer Monitoring of Physical and Chemical Parameters of the Environment Using Computer Vision Systems : Problems and Prospects. Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine. 437-442.
- Sokolovskyy, Y., Shymanskyi, V., Levkovych, M., Sokolovskyy, I., Campos, J. (2020). Mathematical modeling of rheological behavior of anisotropic biomaterials with taking into account effects of memory and self-organization. CEUR Workshop Proceedings. 377-386.
- Yakovyna, V., Shakhovska, N., Shakhovska, K., Campos, J. (2020). Recommendation Rules Mining for Reducing the Spread of COVID-19 Cases. Proceedings of the 3rd International Conference on Informatics & Data-Driven Medicine. 2019-2020.
- Kans, M., Campos, J., Håkansson, L. (2020). A remote laboratory for Maintenance 4.0 training and education. 4th IFAC Workshop on Advanced Maintenance Engineering, Services and Technologies - AMEST 2020. 101-106.
- Campos, J., Sharma, P., Albano, M., Jantunen, E., Baglee, D., et al. (2019). Arrowhead Framework services for condition monitoring and maintenance based on the open source approach. 6th International Conference on Control Decision Information Technologies (CoDIT 2019). 697-702.
- Campos, J., Askenäs, L. (2019). Peculiarities of fall prevention database development that support big data and analytics. 2019 IEEE 14th International Conference on Computer Sciences and Information Technologies (CSIT). xxii-xxv.
- Askenäs, L., Campos, J., Aidemark, J. (2019). Challenges for a flexible eHealth future : framework and platform for continuous development. Proceedings of the 2019 International Conference on Computational Science and Computational Intelligence (CSCI). 987-990.
- Boyko, N., Pylypiv, O., Peleshchak, Y., Kryvenchuk, Y., Campos, J. (2019). Automated document analysis for quick personal health record creation. Proceedings of the 2nd International Workshop on Informatics & Data-Driven Medicine (IDDM 2019) : Lviv, Ukraine, November 11-13, 2019. 208-221.
- Boyko, N., Shakhovska, K., Mochurad, L., Campos, J. (2019). Information system of catering selection by using clustering analysis. Proceedings of the 1st International Workshop on Digital Content & Smart Multimedia (DCSMart 2019) : Lviv, Ukraine, December 23-25, 2019. 94-106.
- Jantunen, E., Campos, J., Sharma, P., Mckay, M. (2018). Open Source Analytics Solutions for Maintenance. 2018 5th International Conference on Control, Decision and Information Technologies, CoDIT 2018. 688-693.
- Baglee, D., Gorostegui, U., Jantunen, E., Sharma, P., Campos, J. (2018). How can SMEs adopt a new method to advanced maintenance strategies : A Case study approach. Conference Proceedings: 30th International Conference on Condition Monitoring and Diagnostic Engineering Management (COMADEM 2017). 155-162.
- Campos, J., Askenäs, L. (2018). Important Aspects to Consider When Developing ICTs for Purposes of Fall Prevention in the eHealth Domain.. Proceedings of the 1st International Workshop on Informatics & Data-Driven Medicine (IDDM 2018) Lviv, Ukraine, November 28-30, 2018.. 229-238.
- Mejia Niño, C., Albano, M., Jantunen, E., Sharma, P., Campos, J., et al. (2018). An iterative process to extract value from maintenance projects. Proceedings of the 3rd International Conference on Maintenance Engineering IncoME-III 2018. 319-335.
- Baglee, D., Gorostegui, U., Jantunen, E., Campos, J., Sharma, P. (2017). Optimizing Condition Monitoring of Big Data Systems. Proceedings of the 2017 International Conference on Data Mining : DMIN'17. 127-131.
- Campos, J., Sharma, P., Gabiria, U.G., Jantunen, E., Baglee, D. (2017). A big data analytical architecture for the Asset Management. Industrial Product/Service-Systems (IPSS) Conference : Circular Perspectives on Product/Service-Systems. 369-374.
- Jantunen, E., Campos, J., Sharma, P., Baglee, D. (2017). Digitalisation of Maintenance. 2nd International Conference on System Reliability and Safety, ICSRS 2017, 20 - 22 December 2017, Milan, Italy. 343-347.
- Baglee, D., Jantunen, E., Campos, J., Sharma, P. (2016). How Does CBM Function in the Real World?. MFPT 2015 and ISA’s 61st International Instrumentation Symposium, At Dayton. Ohio.
- Campos, J., Sharma, P., Jantunen, E., Baglee, D., Fumagalli, L. (2016). Business performance measurements in asset management with the support of big data technologies. Proceedings of MPMM 2016 : 6th International Conference on Maintenance Performance Measurement and Management, 28 November 2016, Luleå, Sweden. 89-95.
- Campos, J., Jantunen, E., Baglee, D., Gilabert, E., Fumagalli, L., et al. (2016). The Use of Mobile Technologies and Their Economic Benefits in Maintenance. Proceedings of the 10th World Congress on Engineering Asset Management (WCEAM 2015). 113-119.
- Campos, J., Sharma, P., Jantunen, E., Baglee, D., Fumagalli, L. (2016). The challenges of cybersecurity frameworks to protect data required for the development of advanced maintenance. Product-Service Systems Across Life Cycle. 222-227.
- Campos, J., Jantunen, E. (2014). A conceptual database model for mobile e-maintenance. Proceedings of the 3rd international workshop and congress on eMaintenance: June 17-18 Luleå, Sweden : eMaintenance, Trends in technologies & methodologies, challenges, possibilites and applications. 111-118.
- Campos, J. (2014). The ICT Systems Developments in Maintenance : From Data Processing into Knowledge Driven Approaches. Proceedings of the 15th European conference on Knowledge management, (ECKM 2014). 182-188.
- Campos, J. (2013). Modelling the Web 2.0 oriented sites for the e-maintenance applications. International congress of condition monitoring and diagnostic engineering management : Congress Proceedings, COMADEM 2013, 11-13 June, Helsiki. 52-57.
- Campos, J. (2012). Current and Prospective Information and Communication Technologies for the e-maintenance applications. Proceedings of the 2nd International Workshop & Congress on eMaintenance : Dec 12-14 Luleå, Sweden : eMaintenace: trends in technologies and methodologies, challenges, possibilities and applications. 57-62.
- Mashtalir, V., Sakalo, Y., Campos, J. (2011). Master of Science Program in Informatics Coordination within Educational Ukraine-Sweden collaboration. International Scientific Herald, Edition 3 (22)..
- Campos, J., Kortelainen, J., Jantunen, E. (2011). Product Lifecycle Simulation Applying Semantic Data Management. Product Lifecycle Management : Virtual Product Lifecycles for Green Products and Services:Proceedings of the PLM11 conference held at the Eindhoven University of Technology, The Netherlands, 11-13 July 2011. 455-464.
- Campos, J., Jantunen, E. (2011). The Semantic Web and Web 2.0 social media technologies for e-maintenance applications. 24th International Congress on Condition Monitoring and Diagnostic Engineering Management (COMADEM 2011): Advances in Industrial Asset Integrity Management. 463-473.
- Campos, J., Jantunen, E., Prakash, O. (2008). A System for Mobile Maintenance Decision Support.
- Campos, J., Prakash, O., Jantunen, E. (2007). A CONCEPTUAL DATABASE MODEL FOR E-MONITORING AND E-MAINTENANCE. Maintenance Management 2007 : Third International Conference on Maintenance and Facility Management. 41-45.
- Campos, J., Prakash, O., Jantunen, E. (2007). AGENT AND WEB TECHNOLOGIES IN CONDITION MONITORING AND MAINTENANCE. Machinery & Process Health Monitoring : Future trends and prospects. 455-462.
- Campos, J., Prakash, O. (2007). INFORMATION AND COMMUNICAITON TECHNOLOGIES IN CONDITION MONITORING AND MAINTENANCE.
- Campos, J., Jantunen, E., Prakash, O. (2007). MODERN MAINTENANCE SYSTEM BASED ON WEB AND MOBILE TECHNOLOGIES. Modelling in Industrial Maintenance and Reliability. 91-95.
- Campos, J., Prakash, O. (2007). ICT AS A DECISION SUPPORT TOOL IN CONDITION BASED MAINTENANCE. Machinery & Process Health Monitoring: Future trends and Prospects. 361-365.
- Campos, J. (2007). AN ONTOLOGY FOR ASSET MANAGEMENT. IFAC Conference on Cost Effective Automation in Networked Product Development and Manufacturing : Cost reduction with maintenance systems.
- Campos, J., Prakash, O. (2006). AGENT ARCHITECTURE IN CONDITION BASED MAINTENANCE FOR DECISION MAKING. Condition Monitoring and Diagnostic Engineering Management. 291-296.
- Campos, J., Prakash, O. (2006). Information and communication technologies in condition monitoring and maintenance. IFAC Proceedings Volumes : 12th IFAC Symposium on Information Control Problems in Manufacturing. 3-8.
- Campos, J., Prakash, O. (2006). INFORMATION AND COMMUNICATION TECHNOLOGIES IN CONDITION MONITORING AND MAINTENANCE.
- Campos, J., Prakash, O. (2006). ICT in condition monitoring and maintenance for conflict resolution. Proceedings of international conference on conditon monitoring. 257-262.
- Campos, J., Prakash, O. (2006). CURRENT AND PROSPECTIVE PRACTICES OF ICT IN CONDITION MONITORING AND MAINTENANCE. Maintenance management international conference on maintenance and facility management. 95-100.
- Campos, J., Prakash, O. (2005). Agent architecture for efficient decision making in a plant practising vibration monitoring.
Kapitel i bok, del av antologi (Refereegranskat)
- Campos, J., Kans, M., Salonen, A. (2020). A Project Management Methodology for the Digitalisation of the Industrial Maintenance Domain. Advances in Asset Management and Condition Monitoring : COMADEM 2019. Springer. 621-629.
- Kans, M., Campos, J., Håkansson, L. (2020). Condition Monitoring of Gravel Roads : Current Methods and Future Directions. Advances in Asset Management and Condition Monitoring. Smart Innovation, Systems and Technologies : COMADEM 2019. Springer. 451-461.
- Campos, J., Sharma, P., Cañizo, M., Jantunen, E., Baglee, D., et al. (2020). The Use of Relational and NoSQL Databases in Industrial Asset Management. Engineering Assets and Public Infrastructures in the Age of Digitalization. Springer. 302-308.
- Campos, J., Kans, M., Håkansson, L. (2020). Information System Requirements Elicitation for Gravel Road Maintenance : A Stakeholder Mapping Approach. Advances in Asset Management and Condition Monitoring. Smart Innovation, Systems and Technologies : COMADEM 2019. Springer. 377-387.
- Jantunen, E., Akcay, A., Campos, J., Holenderski, M., Kotkansalo, A., et al. (2019). Business Drivers of a Collaborative, Proactive Maintenance Solution. The MANTIS Book : Cyber PhysicalSystem Based Proactive Collaborative Maintenance. USA, River Publishers. 7-35.
Artikel, forskningsöversikt (Refereegranskat)
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Mbiyana, K., Kans, M., Campos, J., Håkansson, L. (2023). Literature Review on Gravel Road Maintenance : Current State and Directions for Future Research. Transportation Research Record. Sage Publications. 2677 (5). 506-522.
Status: Publicerad
Konferensbidrag (Övrigt vetenskapligt)
Doktorsavhandling, sammanläggning (Övrigt vetenskapligt)
- Campos, J. (2008). ICT tools for e-maintenance. Doctoral Thesis. Växjö, Växjö University Press.
Övrigt (Övrigt vetenskapligt)
- Campos, J. (2007). Tutorials for agent development, in the DYNAMITE Project ”Dynamic Decisions in Maintenance", FP6 Integrated Project no. IP017498.. 40.
- Campos, J. (2007). Tutorials for developing Web Services, in the DYNAMITE Project "Dynamic Decisions in Maintenance", FP6 Integrated Project no. IP017498.. 45.
- Campos, J. (2007). Tutorials for agent development, in the DYNAMITE Project "Dynamic Decisions in Maintenance", FP6 Integrated Project no. IP017498.. 40.
- Campos, J. (2007). Tutorials for mobile development, in the DYNAMITE Project "Dynamic Decisions in Maintenance", FP6 Integrated Project no. IP017498.. 45.