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An Explainable Know...
An Explainable Knowledge-based AI Framework for Mobility as a Service
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- Rajabi, Enayat (författare)
- Högskolan i Halmstad,Centrum för forskning om tillämpade intelligenta system (CAISR),Shannon School of Business, Cape Breton University, Canada
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- Nowaczyk, Sławomir, 1978- (författare)
- Högskolan i Halmstad,Akademin för informationsteknologi
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- Pashami, Sepideh, 1985- (författare)
- Högskolan i Halmstad,Akademin för informationsteknologi
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- Bergquist, Magnus, 1960- (författare)
- Högskolan i Halmstad,Akademin för informationsteknologi
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(creator_code:org_t)
- Skokie, IL : Knowledge Systems Institute, 2022
- 2022
- Engelska.
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Ingår i: Proceedings of the International Conference on Software Engineering and Knowledge Engineering. - Skokie, IL : Knowledge Systems Institute. - 9781891706547 - 1891706543 ; , s. 312-316
- Relaterad länk:
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https://hh.diva-port... (primary) (Raw object)
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https://urn.kb.se/re...
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Abstract
Ämnesord
Stäng
- Mobility as a Service (MaaS) is a relatively new domain where new types of knowledge systems have recently emerged. It combines various modes of transportation and different kinds of data to present personalized services to travellers based on transport needs. A knowledge-based framework based on Artificial Intelligence (AI) is proposed in this paper to integrate, analyze, and process different types of mobility data. The framework includes a knowledge acquisition process to extract and structure data from various sources, including mobility experts and add new information to a knowledge base. The role of AI in this framework is to aid in automatically discovering knowledge from various data sets and recommend efficient and personalized mobility services with explanations. A scenario is also presented to demonstrate the interaction of the proposed framework’s modules.
Ämnesord
- TEKNIK OCH TEKNOLOGIER -- Elektroteknik och elektronik -- Datorsystem (hsv//swe)
- ENGINEERING AND TECHNOLOGY -- Electrical Engineering, Electronic Engineering, Information Engineering -- Computer Systems (hsv//eng)
Nyckelord
- Acquisition process
- Data set
- Knowledge based
- Knowledge based framework
- Knowledge system
- Mobility datum
- Mobility service
- Personalized service
- Structure data
- Smart Cities and Communities
- Smarta städer och samhällen
Publikations- och innehållstyp
- ref (ämneskategori)
- kon (ämneskategori)
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