Data mining: concepts and techniques
Data mining: concepts and techniques
Proceedings of the 27th International Conference on Very Large Data Bases
PROMPT: Algorithm and Tool for Automated Ontology Merging and Alignment
Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on Innovative Applications of Artificial Intelligence
Learning to match ontologies on the Semantic Web
The VLDB Journal — The International Journal on Very Large Data Bases
Automatic extraction of web search interfaces for interface schema integration
Proceedings of the 13th international World Wide Web conference on Alternate track papers & posters
Type less, find more: fast autocompletion search with a succinct index
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Learning to extract form labels
Proceedings of the VLDB Endowment
Automatically filling form-based web interfaces with free text inputs
Proceedings of the 18th international conference on World wide web
WordNet: similarity - measuring the relatedness of concepts
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
ASWC'06 Proceedings of the First Asian conference on The Semantic Web
A framework for concern-sensitive, client-side adaptation
ICWE'11 Proceedings of the 11th international conference on Web engineering
EMTAN: a web-based multi-agent system architecture for input automation
AMT'11 Proceedings of the 7th international conference on Active media technology
An approach and tool support for assisting users to fill-in web forms with personal information
Proceedings of the 29th ACM international conference on Design of communication
A crowdsourced approach for concern-sensitive integration of information across the web
Journal of Web Engineering
Supporting users tasks with personal information management and web forms augmentation
ICWE'12 Proceedings of the 12th international conference on Web Engineering
User-Driven automation of web form filling
ICWE'13 Proceedings of the 13th international conference on Web Engineering
The ontological key: automatically understanding and integrating forms to access the deep Web
The VLDB Journal — The International Journal on Very Large Data Bases
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Web forms are the main input mechanism for users to supply data to web applications. Users fill out forms in order to, for example, sign up to social network applications or do advanced searches in search-based web applications. This process is highly repetitive and can be optimized by reusing the user's data across web forms. In this paper, we present a novel framework for domainindependent automatic form filling. The main task is to automatically fill out a correct value for each field in a new form, based on web forms the user has previously filled. The key innovation of our approach is that we are able to extract relevant metadata from the previously filled forms, semantically enrich it, and use it for aligning fields between web forms.