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Everything about Knowledge-based configuration
AI customization approach
Knowledge-based configuration, also referred to as product configuration or product customization, is an activity of customising a product to meet the needs of a particular customer. The product in question may consist of mechanical parts, services, and software. Knowledge-based configuration is a major application area for artificial intelligence (AI), and it is based on modelling of the configurations in a manner that allows the utilisation of AI techniques for searching for a valid configuration to meet the needs of a particular customer. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Knowledge-based configurationA 5-minute orientation
- Skim a recent paper: Lightweight porous support structure design for additive manufacturing via knowledge-based bio-inspired volume generation and lattice configurationInfluential work since 2022
- Pick up a classic book: Global outsourcing and offshoringThe most-reprinted book on the subject
- Read the landmark paper: Knowledge-based parametric design of mechanical products based on configuration design methodCited 127 times
- Go sideways: ConfiguratorA closely related topic
- Go sideways: Knowledge-based recommender systemA closely related topic
📖 Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
Knowledge-based parametric design of mechanical products based on configuration design method
Consistency-based diagnosis of configuration knowledge bases
Knowledge-based framework for automated dynamic supply chain configuration
Multipopulation Ant Colony System With Knowledge-Based Local Searches for Multiobjective Supply Chain Configuration
UML AS DOMAIN SPECIFIC LANGUAGE FOR THE CONSTRUCTION OF KNOWLEDGE-BASED CONFIGURATION SYSTEMS
A novel smart product-service system configuration method for mass personalization based on knowledge graph
Product⋎service system configuration: a generic knowledge-based model for commercial offers
A field-based knowledge graph assisted conceptual design for structure configuration of engineering equipment
🆕 Influential since 2022
Lightweight porous support structure design for additive manufacturing via knowledge-based bio-inspired volume generation and lattice configuration
Configuration research on innovation performance of digital enterprises: Based on an open innovation and knowledge perspective
A knowledge transfer online stochastic configuration network-based prediction model for furnace temperature in a municipal solid waste incineration process
A novel modelling method for rolling force prediction based on deep stochastic configuration networks fused with physical knowledge
NetCR: Knowledge-Graph-Based Recommendation Framework for Manual Network Configuration
📚 Books worth reading
Global outsourcing and offshoringFarok J. Contractor · 2010
PTAexamScott M. Giles · 2010
Product Lifecycle Management. Towards Knowledge-Rich EnterprisesLouis Rivest · 2012
Neuro-fuzzy and soft computingJyh-Shing Roger Jang, Chuen-Tsai Sun · 1996
Applications of Graph Transformations with Industrial RelevanceAndy Schürr · 2008- 📕Mapping landscapes for performance as researchLynette Hunter · 2009
- 📕Knowledge-Based ConfigurationAlexander Felfernig, Lothar Hotz · 2014
- 📕An interactive knowledge-based shell for configuration tasksCarlo Bach · 1993
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Configurator Configurators, also known as choice boards, design systems, toolkits, or co-design platforms, manage combinations of hardware and software components.…
- Knowledge-based recommender system Knowledge-based recommender systems (knowledge based recommenders) are a specific type of recommender system that are based on explicit knowledge about…
- Gennady Simeonovich Osipov Gennady Simeonovich Osipov (October 13, 1948 - 07 July 2020) was a Russian scientist, holding a Ph.D. and a Dr. Sci. in theoretical computer science, informatio…
- Configure, price and quote Configure, price, quote (CPQ) software helps sellers quote complex and configurable products. An example could be a maker of heavy trucks. If the customer…
- Configuration lifecycle management Configuration Lifecycle Management (CLM) is the management of all product configuration definitions and configurations across all involved business processes…
- Toolkits for user innovation Toolkits for user innovation and custom design are coordinated sets of “user-friendly” design tools. They are designed to support users who may wish to…
- Blackboard system A blackboard system is an artificial intelligence approach based on the blackboard architectural model, where a common knowledge base, the "blackboard"…
- Intelligent tutoring system An intelligent tutoring system (ITS) is a computer system that imitates human tutors and aims to provide immediate and customized instruction or feedback…