Evolutionary Multi-task Learning for Modular Knowledge Representation in Neural Networks
Sign Up to like & getrecommendations! Published in 2017 at "Neural Processing Letters"
DOI: 10.1007/s11063-017-9718-z
Abstract: The brain can be viewed as a complex modular structure with features of information processing through knowledge storage and retrieval. Modularity ensures that the knowledge is stored in a manner where any complications in certain… read more here.
Keywords: multi task; neural networks; knowledge; knowledge representation ... See more keywords
Knowledge representation among assessors through free hierarchical sorting and a semi-directed interview: Exploring Beaujolais wines
Sign Up to like & getrecommendations! Published in 2017 at "Food Quality and Preference"
DOI: 10.1016/j.foodqual.2016.11.008
Abstract: One way of exploring knowledge representation is to compare expert and non-expert strategies. Expert knowledge representation seems to be acquired through both exposure and intensive formal training, leading to the development of skills and conceptual… read more here.
Keywords: hierarchical sorting; interview; knowledge; beaujolais wines ... See more keywords
As Ontologies Reach Maturity, Artificial Intelligence Starts Being Fully Efficient: Findings from the Section on Knowledge Representation and Management for the Yearbook 2018
Sign Up to like & getrecommendations! Published in 2018 at "Yearbook of Medical Informatics"
DOI: 10.1055/s-0038-1667078
Abstract: Summary Objectives: To select, present, and summarize the best papers published in 2017 in the field of Knowledge Representation and Management (KRM). Methods: A comprehensive and standardized review of the medical informatics literature was performed… read more here.
Keywords: yearbook; knowledge; representation management; knowledge representation ... See more keywords
Formal Medical Knowledge Representation Supports Deep Learning Algorithms, Bioinformatics Pipelines, Genomics Data Analysis, and Big Data Processes
Sign Up to like & getrecommendations! Published in 2019 at "Yearbook of Medical Informatics"
DOI: 10.1055/s-0039-1677933
Abstract: Summary Objective : To select, present, and summarize the best papers published in 2018 in the field of Knowledge Representation and Management (KRM). Methods : A comprehensive and standardized review of the medical informatics literature… read more here.
Keywords: big data; bioinformatics pipelines; ontology; knowledge ... See more keywords
knowledge representation in Industry 4.0 scheduling problems
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Computer Integrated Manufacturing"
DOI: 10.1080/0951192x.2021.2022760
Abstract: ABSTRACT Industry 4.0 raises the need for a closer integration of management systems in manufacturing companies. Such process is driven by Cyber-Physical Systems (CPS) and the Internet of Things (IoT). Starting from the potential of… read more here.
Keywords: representation industry; scheduling problems; industry scheduling; industry ... See more keywords
Optimal Recommendation Models Based on Knowledge Representation Learning and Graph Attention Networks
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3248618
Abstract: Knowledge representation learning techniques process the knowledge graph, embedding entities and relationships into a continuous dense low-dimensional vector space, and providing the rich semantic association information between entities embedded in the knowledge graph to the… read more here.
Keywords: recommendation; representation learning; knowledge graph; knowledge ... See more keywords
TransH-RA: A Learning Model of Knowledge Representation by Hyperplane Projection and Relational Attributes
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3260139
Abstract: The TransE model plays a key role in dealing with data sparsity and promotes the development of knowledge graphs completion. However, TransE has some difficulties in dealing with one-to-many, many-to-one, many-to-many and transmission relationships. In… read more here.
Keywords: knowledge representation; learning model; hyperplane projection; model ... See more keywords
Knowledge Representation Framework Combining Case-Based Reasoning with Knowledge Graphs for Product Design
Sign Up to like & getrecommendations! Published in 2019 at "Computer-Aided Design and Applications"
DOI: 10.14733/cadaps.2020.763-782
Abstract: Product design relies on various design knowledge, including explicit design knowledge and tacit design knowledge. This paper aims at issues that the current design knowledge representation methodology lacks scalability and flexibility, and presents a design… read more here.
Keywords: knowledge; design knowledge; knowledge graphs; knowledge representation ... See more keywords
Representation of knowledge in digital educational environments: A systematic review of literature
Sign Up to like & getrecommendations! Published in 2019 at "Australasian Journal of Educational Technology"
DOI: 10.14742/ajet.4041
Abstract: The representation of knowledge is a process widely used in education for its potential to generate deep learning, metacognition, and also in mapping the student's cognitive structure while developing a broad spectrum of thinking skills.… read more here.
Keywords: representation; representation knowledge; knowledge representation; systematic review ... See more keywords
A Semantic Focused Web Crawler Based on a Knowledge Representation Schema
Sign Up to like & getrecommendations! Published in 2020 at "Applied Sciences"
DOI: 10.3390/app10113837
Abstract: The Web has become the main source of information in the digital world, expanding to heterogeneous domains and continuously growing. By means of a search engine, users can systematically search over the web for particular… read more here.
Keywords: crawler; ontology; knowledge representation; representation schema ... See more keywords
Ontology-Based Knowledge Representation in Robotic Systems: A Survey Oriented toward Applications
Sign Up to like & getrecommendations! Published in 2021 at "Applied Sciences"
DOI: 10.3390/app11104324
Abstract: Knowledge representation in autonomous robots with social roles has steadily gained importance through their supportive task assistance in domestic, hospital, and industrial activities. For active assistance, these robots must process semantic knowledge to perform the… read more here.
Keywords: ontology based; based knowledge; knowledge representation; ontology ... See more keywords