Word association norms, mutual information, and lexicography
Computational Linguistics
Proceedings of the 3rd ACM/IEEE-CS joint conference on Digital libraries
Lattice-based tagging using support vector machines
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Confidence-based dynamic ensemble for image annotation and semantics discovery
MULTIMEDIA '03 Proceedings of the eleventh ACM international conference on Multimedia
Product family modeling and design support: An approach based on graph rewriting systems
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Information retrieval using word senses: root sense tagging approach
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Semantic video adaptation based on automatic annotation of sport videos
Proceedings of the 6th ACM SIGMM international workshop on Multimedia information retrieval
Multi-level annotation of natural scenes using dominant image components and semantic concepts
Proceedings of the 12th annual ACM international conference on Multimedia
Product platform design and customization: Status and promise
Artificial Intelligence for Engineering Design, Analysis and Manufacturing - SPECIAL ISSUE: Platform product development for mass customization
Web-assisted annotation, semantic indexing and search of television and radio news
WWW '05 Proceedings of the 14th international conference on World Wide Web
An ontology-based semantic tagger for IE system
ACL '03 Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 2
A database centric view of semantic image annotation and retrieval
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Evaluating the application of semantic inferencing rules to image annotation
Proceedings of the 3rd international conference on Knowledge capture
A Platform for Semantic Annotations and Ontology Population Using Conditional Random Fields
WI '05 Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence
Semantic knowledge extraction and annotation for web images
Proceedings of the 13th annual ACM international conference on Multimedia
Exploring social annotations for the semantic web
Proceedings of the 15th international conference on World Wide Web
Automatic annotation and semantic retrieval of video sequences using multimedia ontologies
MULTIMEDIA '06 Proceedings of the 14th annual ACM international conference on Multimedia
Supersense tagging of unknown nouns using semantic similarity
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
A framework for the automatic annotation of car aesthetics
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Hierarchical, perceptron-like learning for ontology-based information extraction
Proceedings of the 16th international conference on World Wide Web
Semantic web: the story so far
W4A '07 Proceedings of the 2007 international cross-disciplinary conference on Web accessibility (W4A)
Formal and graphical annotations for digital objects
SADPI '07 Proceedings of the 2007 international workshop on Semantically aware document processing and indexing
Towards to an automatic semantic annotation for multimedia learning objects
Proceedings of the international workshop on Educational multimedia and multimedia education
Proceedings of the 15th international conference on Multimedia
Semantic annotation of frequent patterns
ACM Transactions on Knowledge Discovery from Data (TKDD)
Ontology-Based Query System Design and Implementation
NPC '07 Proceedings of the 2007 IFIP International Conference on Network and Parallel Computing Workshops
Latent semantic fusion model for image retrieval and annotation
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
An Integrative Semantic Framework for Image Annotation and Retrieval
WI '07 Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence
Supporting Patent Mining by using Ontology-based Semantic Annotations
WI '07 Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence
Question answering from lecture videos based on an automatic semantic annotation
Proceedings of the 13th annual conference on Innovation and technology in computer science education
Learning to reduce the semantic gap in web image retrieval and annotation
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Ontologies and the semantic web
Communications of the ACM - Surviving the data deluge
Imbalanced text classification: A term weighting approach
Expert Systems with Applications: An International Journal
Faceted search and retrieval based on semantically annotated product family ontology
Proceedings of the WSDM '09 Workshop on Exploiting Semantic Annotations in Information Retrieval
Applying case-based reasoning for product configuration in mass customization environments
Expert Systems with Applications: An International Journal
Towards ontologies of functionality and semantic annotation for technical knowledge management
JSAI'05 Proceedings of the 2005 international conference on New Frontiers in Artificial Intelligence
Advanced Engineering Informatics
Facet selection algorithms for web product search
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
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With the advent of various services and applications of Semantic Web, semantic annotation has emerged as an important research topic. The application of semantically annotated ontology had been evident in numerous information processing and retrieval tasks. One of such tasks is utilizing the semantically annotated ontology in product design which is able to suggest many important applications that are critical to aid various design related tasks. However, ontology development in design engineering remains a time consuming and tedious task that demands considerable human efforts. In the context of product family design, management of different product information that features efficient indexing, update, navigation, search and retrieval across product families is both desirable and challenging. For instance, an efficient way of retrieving timely information on product family can be useful for tasks such as product family redesign and new product variant derivation when requirements change. However, the current research and application of information search and navigation in product family is mostly limited to its structural aspect which is insufficient to handle advanced information search especially when the query targets at multiple aspects of a product. This paper attempts to address this problem by proposing an information search and retrieval framework based on the semantically annotated multi-facet product family ontology. Particularly, we propose a document profile (DP) model to suggest semantic tags for annotation purpose. Using a case study of digital camera families, we illustrate how the faceted search and retrieval of product information can be accomplished. We also exemplify how we can derive new product variants based on the designer's query of requirements via the faceted search and retrieval of product family information. Lastly, in order to highlight the value of our current work, we briefly discuss some further research and applications in design decision support, e.g. commonality analysis and variety comparison, based on the semantically annotated multi-facet product family ontology.