Incorporating Trust into Context-Aware Services

Boris Shishkov*, Hans Georg Fill, Krassimira Ivanova, Marten van Sinderen, Alexander Verbraeck

*Corresponding author for this work

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

1 Citation (Scopus)
47 Downloads (Pure)

Abstract

Enabling technologies concerning hardware, networking, and sensing have inspired the development of context-aware IT services. These adapt to the situation of the user, such that service provisioning is specific to his/her corresponding needs. We have seen successful applications of context-aware services in healthcare, well-being, and smart homes. It is, however, always a question what level of trust the users can place in the fulfillment of their needs by a certain IT-service. Trust has two major variants: policy-based, where a reputed institution provides guarantees about the service, and reputation-based, where other users of the service provide insight into the level of fulfillment of user needs. Services that are accessible to a small and known set of users typically use policy-based trust only. Services that have a wide community of users can use reputation-based trust, policy-based trust, or a combination. For both types of trust, however, context awareness poses a problem. Policy-based trust works within certain boundaries, outside of which no guarantees can be given about satisfying the user needs, and context awareness can push a service out of these boundaries. For reputation-based trust, the fact that users in a certain context were adequately served, does not mean that the same would happen when the service adapts to another user’s needs. In this paper we consider the incorporation of trust into context-aware services, by proposing an ontological conceptualization for user-system trust. Analyzing service usage data for context parameters combined with the ability to fulfill user needs can help in eliciting components for the ontology.
Original languageEnglish
Title of host publicationBusiness Modeling and Software Design - 13th International Symposium, BMSD 2023, Proceedings
EditorsBoris Shishkov, Boris Shishkov, Boris Shishkov
PublisherSpringer
Pages92-109
Number of pages18
ISBN (Print)9783031367564
DOIs
Publication statusPublished - 2023
Event13th International Symposium on Business Modeling and Software Design, BMSD 2023 - Utrecht, Netherlands
Duration: 3 Jul 20235 Jul 2023

Publication series

NameLecture Notes in Business Information Processing
Volume483 LNBIP
ISSN (Print)1865-1348
ISSN (Electronic)1865-1356

Conference

Conference13th International Symposium on Business Modeling and Software Design, BMSD 2023
Country/TerritoryNetherlands
CityUtrecht
Period3/07/235/07/23

Keywords

  • Context awareness
  • Data analytics
  • Trust

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