New Challenges of Decision Support Systems
A special issue of Electronics (ISSN 2079-9292). This special issue belongs to the section "Artificial Intelligence".
Deadline for manuscript submissions: 15 April 2025 | Viewed by 5352
Special Issue Editors
Interests: ontology development and engineering; decision support systems; semantic web application; applications for rehabilitation and continuity of care; smart home and environments
Special Issues, Collections and Topics in MDPI journals
Interests: artificial intelligence; smart home; Internet of Things; decision support systems; AI-powered XR; eXtended reality in health, rehabilitation and continuity of care
Special Issue Information
Dear Colleagues,
Decision Support Systems (DSSs) are adopted in several research and industry fields to support decision-making processes with high-quality decisions. In the past decades, the widespread adoption of data-driven technologies introduced elements of novelty in the study and development of DSSs, enabling such systems to face the complexity and dynamic nature of information. Artificial intelligence techniques enabled decision-making solutions capable of supporting end users in dynamic and information-dense areas such as healthcare, industry, finance, environment, and knowledge management. Moreover, as the world is experiencing the huge advancement in integration of eXtended Reality (XR) and Metaverse into our lives, the significance of the data-driven AI and inferences accuracy and reliability is remarkably observable.
Today, DSSs must be able to provide solid recommendations and suggestions by integrating expert knowledge, data-driven inferences, uncertain and incomplete information usually transmitted in massive streams of data in real time without data pre-processing and cleaning. Moreover, theoretical and technological AI-based advances can smoothly integrate the decision-making processes in the digital experience, supporting the generation of tailored and intelligent recommendations.
This Special Issue aims to attract high-value articles and literature reviews exploring the research issues, challenges, solutions, and applications pertaining to DSSs in the modern era.
Topics relevant for this Special Issue include (but are not limited to):
- Integration of data-driven and ontology-based solutions in DSSs
- AI techniques and Smart Autonomous Agents for decision-making
- Explainable AI (xAI) DSSs
- Robust methodologies for DSSs’ development
- AI-powered metaverse, opportunities & challenges
- Challenges of DSSs and data-driven approaches in real time XR environments
- Applications of DSSs in different research areas (healthcare, personalized medicine, Ambient Assisted Living and Ambient Assisted Working, learning environments, finance, manufacturing and industry, circular economy, environmental management, knowledge management).
Examples of articles describing Decision Support Systems in different fields [1–11].
References
- Spoladore, D.; Pessot, E. An Ontology-Based Decision Support System to Foster Innovation and Competitiveness Opportunities of Health Tourism Destinations. In Digital and Strategic Innovation for Alpine Health Tourism. SpringerBriefs in Applied Sciences and Technology; Spoladore, D., Pessot, E., Sacco, M., Eds.; Springer: Cham, Switzerland, 2023. https://doi.org/10.1007/978-3-031-15457-7_4.
- Mahroo, A.; Spoladore, D.; Ferrandi, P.; Lovato, I. A Digital Application for Strategic Development of Health Tourism Destinations. In Digital and Strategic Innovation for Alpine Health Tourism; Spoladore, D., Pessot, E., Sacco, M., Eds.; SpringerBriefs in Applied Sciences and Technology; Springer: Cham, Switzerland, 2023. https://doi.org/10.1007/978-3-031-15457-7_5.
- Spoladore, D.; Mahroo, A.; Trombetta, A.; Sacco, M. DOMUS: A domestic ontology managed ubiquitous system. J. Ambient. Intell. Hum. Comput. 2022, 13, 3037–3052. https://doi.org/10.1007/s12652-021-03138-4.
- Spoladore, D.; Colombo, V.; Arlati, S.; Mahroo, A.; Trombetta, A.; Sacco, M. An Ontology-Based Framework for a Telehealthcare System to Foster Healthy Nutrition and Active Lifestyle in Older Adults. Electronics 2021, 10, 2129. https://doi.org/10.3390/electronics10172129.
- Spoladore, D.; Sacco, M. Semantic and Dweller-Based Decision Support System for the Reconfiguration of Domestic Environments: RecAAL. Electronics 2018, 7, 179. https://doi.org/10.3390/electronics7090179.
- Zhai, Z.; Martínez, J.F.; Beltran, V.; Martínez, N.L. Decision support systems for agriculture 4.0: Survey and challenges. Comput. Electron. Agric. 2020, 170, 105256.
- Juan, Y.K.; Chi, H.Y.; Chen, H.H. Virtual reality-based decision support model for interior design and decoration of an office building. Eng. Constr. Archit. Manag. 2021, 28, 229–245.
- Deveci, M.; Mishra, A.R.; Gokasar, I.; Rani, P.; Pamucar, D.; Özcan, E. A decision support system for assessing and prioritizing sustainable urban transportation in metaverse. IEEE Trans. Fuzzy Syst. 2022, 31, 475–484.
- Gonzales, R.M.D.; Hargreaves, C.A. How can we use artificial intelligence for stock recommendation and risk management? A proposed decision support system. Int. J. Inf. Manag. Data Insights 2022, 2, 100130.
- Naqvi, S.M.R.; Ghufran, M.; Meraghni, S.; Varnier, C.; Nicod, J.M.; Zerhouni, N. Human knowledge centered maintenance decision support in digital twin environment. J. Manuf. Syst. 2022, 65, 528–537.
- Cantini, A.; Peron, M.; De Carlo, F.; Sgarbossa, F. A decision support system for configuring spare parts supply chains considering different manufacturing technologies. Int. J. Prod. Res. 2022, 1–21.
Dr. Daniele Spoladore
Dr. Atieh Mahroo
Guest Editors
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Electronics is an international peer-reviewed open access semimonthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- decision support systems
- Artificial Intelligence
- data-driven AI
- ontology
- knowledge inference
- explainable AI
- extended reality
- AI-powered metaverse
Benefits of Publishing in a Special Issue
- Ease of navigation: Grouping papers by topic helps scholars navigate broad scope journals more efficiently.
- Greater discoverability: Special Issues support the reach and impact of scientific research. Articles in Special Issues are more discoverable and cited more frequently.
- Expansion of research network: Special Issues facilitate connections among authors, fostering scientific collaborations.
- External promotion: Articles in Special Issues are often promoted through the journal's social media, increasing their visibility.
- e-Book format: Special Issues with more than 10 articles can be published as dedicated e-books, ensuring wide and rapid dissemination.
Further information on MDPI's Special Issue polices can be found here.