Term-weighting approaches in automatic text retrieval
Information Processing and Management: an International Journal
A language modeling approach to information retrieval
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
A probabilistic model of information retrieval: development and comparative experiments
Information Processing and Management: an International Journal
Hierarchical presentation of expansion terms
Proceedings of the 2002 ACM symposium on Applied computing
Flexible pattern matching in strings: practical on-line search algorithms for texts and biological sequences
Cumulated gain-based evaluation of IR techniques
ACM Transactions on Information Systems (TOIS)
Simple BM25 extension to multiple weighted fields
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Output-sensitive autocompletion search
Information Retrieval
Context-aware query suggestion by mining click-through and session data
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Response time in man-computer conversational transactions
AFIPS '68 (Fall, part I) Proceedings of the December 9-11, 1968, fall joint computer conference, part I
Controlled experiments on the web: survey and practical guide
Data Mining and Knowledge Discovery
Proceedings of the Second ACM International Conference on Web Search and Data Mining
Efficient interactive fuzzy keyword search
Proceedings of the 18th international conference on World wide web
Organizing Suggestions in Autocompletion Interfaces
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Extending autocompletion to tolerate errors
Proceedings of the 2009 ACM SIGMOD International Conference on Management of data
Ad-hoc object retrieval in the web of data
Proceedings of the 19th international conference on World wide web
Suggesting Topic-Based Query Terms as You Type
APWEB '10 Proceedings of the 2010 12th International Asia-Pacific Web Conference
Using BM25F for semantic search
Proceedings of the 3rd International Semantic Search Workshop
SemSearch'11: the 4th semantic search workshop
Proceedings of the 20th international conference companion on World wide web
Context-sensitive query auto-completion
Proceedings of the 20th international conference on World wide web
Effective and efficient entity search in RDF data
ISWC'11 Proceedings of the 10th international conference on The semantic web - Volume Part I
Web query expansion by wordnet
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
ASWC'06 Proceedings of the First Asian conference on The Semantic Web
Why the magic number seven plus or minus two
Mathematical and Computer Modelling: An International Journal
On the modeling of entities for ad-hoc entity search in the web of data
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
Fifth workshop on exploiting semantic annotations in information retrieval: ESAIR''12)
Proceedings of the 21st ACM international conference on Information and knowledge management
| Hi-index | 0.00 |
Autocompletion systems support users in the formulation of queries in different situations, from development environments to the web. In this paper we describe Composite Match Autocompletion COMMA, a lightweight approach to the introduction of semantics in the realization of a semi-structured data autocompletion matching algorithm. The approach is formally described, then it is applied and evaluated with specific reference to the e-commerce context. The semantic extension to the matching algorithm exploits available information about product categories and distinguishing features of products to enhance the elaboration of exploratory queries. COMMA supports a seamless management of both targeted/precise queries and exploratory/vague ones, combining different filtering and scoring techniques. The algorithm is evaluated with respect both to effectiveness and efficiency in a real-world scenario: the achieved improvement is significant and it is not associated to a sensible increase of computational costs.