Product configuration: a review of the state-of-the-art and future research
LL Zhang - International Journal of Production Research, 2014 - Taylor & Francis
Being able to provide companies with a number of advantages in delivering customised
products, product configuration has received increasing attention from the academia and …
products, product configuration has received increasing attention from the academia and …
An overview of machine learning techniques in constraint solving
Constraint solving is applied in different application contexts. Examples thereof are the
configuration of complex products and services, the determination of production schedules …
configuration of complex products and services, the determination of production schedules …
[图书][B] Recommender systems
CC Aggarwal - 2016 - Springer
“Nature shows us only the tail of the lion. But I do not doubt that the lion belongs to it even
though he cannot at once reveal himself because of his enormous size.”–Albert Einstein The …
though he cannot at once reveal himself because of his enormous size.”–Albert Einstein The …
[图书][B] Handbook of knowledge representation
Handbook of Knowledge Representation describes the essential foundations of Knowledge
Representation, which lies at the core of Artificial Intelligence (AI). The book provides an up …
Representation, which lies at the core of Artificial Intelligence (AI). The book provides an up …
[图书][B] Knowledge-based configuration: From research to business cases
Knowledge-based Configuration incorporates knowledge representation formalisms to
capture complex product models and reasoning methods to provide intelligent interactive …
capture complex product models and reasoning methods to provide intelligent interactive …
An efficient diagnosis algorithm for inconsistent constraint sets
A Felfernig, M Schubert, C Zehentner - AI EDAM, 2012 - cambridge.org
Constraint sets can become inconsistent in different contexts. For example, during a
configuration session the set of customer requirements can become inconsistent with the …
configuration session the set of customer requirements can become inconsistent with the …
Consistency restoration and explanations in dynamic CSPs—application to configuration
J Amilhastre, H Fargier, P Marquis - Artificial Intelligence, 2002 - Elsevier
Most of the algorithms developed within the Constraint Satisfaction Problem (CSP)
framework cannot be used as such to solve interactive decision support problems, like …
framework cannot be used as such to solve interactive decision support problems, like …
An integrated environment for the development of knowledge-based recommender applications
The complexity of the product assortments offered by on-line selling platforms makes
selection a challenging task. Customers differ in respect to expertise and product …
selection a challenging task. Customers differ in respect to expertise and product …
An introduction to personalization and mass customization
J Tiihonen, A Felfernig - Journal of intelligent information systems, 2017 - Springer
Mass customization as a state-of-the-art production paradigm aims to produce
individualized, highly variant products and services with nearly mass production costs. A …
individualized, highly variant products and services with nearly mass production costs. A …
Resolving inconsistencies and redundancies in declarative process models
Declarative process models define the behaviour of business processes as a set of
constraints. Declarative process discovery aims at inferring such constraints from event logs …
constraints. Declarative process discovery aims at inferring such constraints from event logs …