[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.1145/2187980.2188016acmotherconferencesArticle/Chapter ViewAbstractPublication PagesthewebconfConference Proceedingsconference-collections
research-article

The patents retrieval prototype in the MOLTO project

Published: 16 April 2012 Publication History

Abstract

This paper describes the patents retrieval prototype developed within the MOLTO project. The prototype aims to provide a multilingual natural language interface for querying the content of patent documents. The developed system is focused on the biomedical and pharmaceutical domain and includes the translation of the patent claims and abstracts into English, French and German. Aiming at the best retrieval results of the patent information and text content, patent documents are preprocessed and semantically annotated. Then, the annotations are stored and indexed in an OWLIM semantic repository, which contains a patent specific ontology and others from different domains. The prototype, accessible online at http://molto-patents.ontotext.com, presents a multilingual natural language interface to query the retrieval system. In MOLTO, the multilingualism of the queries is addressed by means of the GF Tool, which provides an easy way to build and maintain controlled language grammars for interlingual translation in limited domains. The abstract representation obtained from the GF is used to retrieve both the matched RDF instances and the list of patents semantically related to the user's search criteria. The online interface allows to browse the retrieved patents and shows on the text the semantic annotations that explain the reason why any particular patent has matched the user's criteria.

References

[1]
M. Agatonovic, N. Aswani, K. Bontcheva, H. Cunningham, T. Heitz, Y. Li, I. Roberts, and V. Tablan. Large-scale, Parallel Automatic Patent Annotation. InProc. of the 1st ACM workshop on Patent information retrieval, PaIR '08, pages 1--8, New York, NY, USA, 2008. ACM.
[2]
L. Carlson. D3.1. The Translation Tools API. MOLTO Project, 2011.
[3]
H. Cunningham, D. Maynard, K. Bontcheva, and V. Tablan. GATE: A Framework and Graphical Development Environment for Robust NLP Tools and Applications. In Proc. of the 40th Meeting of the ACL., 2002.
[4]
H. Cunningham, V. Tablan, I. Roberts, M. Greenwood, and N. Aswani.Information Extraction and Semantic Annotation for Multi-Paradigm Information Management, volume 29 of The Information Retrieval Series. Springer Berlin Heidelberg, 2011.
[5]
C. Espa~na-Bonet, R. Enache, A. Slaski, A. Ranta, L. Marquez, and M. Gonzalez. Patent Translation within the MOLTO project. In Proc. of the 4th Workshop on Patent Translation, MT Summit XIII, pages 70--78, Xiamen, China, sep 2011.
[6]
A. Kiryakov. OWLIM: Balancing Between Scalable Repository and Light-Weight Reasoner. In Proc. of WWW 2006, Edinburgh, Scotland, 2006.
[7]
P. Koehn, H. Hoang, A. B. Mayne, C. Callison-Burch, M. Federico, N. Bertoldi, B. Cowan, W. Shen, C. Moran, R. Zens, C. Dyer, O. Bojar, A. Constantin, and E. Herbst. Moses: Open Source Toolkit for Statistical Machine Translation. In Annual Meeting of the Association for Computation Linguistics (ACL), Demonstration Session, pages 177--180, Jun 2007.
[8]
A. Ranta. Grammatical Framework: A Type-Theoretical Grammar Formalism. Journal of Functional Programming, 14(2):145--189, 2004.
[9]
A. Ranta, K. Angelov, and T. Hallgren. Tools for Multilingual Grammar-based Translation on the Web. In Proc. of the ACL 2010 System Demonstrations, pages 66--71, Stroudsburg, PA, USA, 2010.

Cited By

View all
  • (2023)FEED2SEARCH: a framework for hybrid-molecule based semantic searchInternational Journal of General Systems10.1080/03081079.2023.219517352:3(343-383)Online publication date: 24-Apr-2023
  • (2015)Patent MiningACM SIGKDD Explorations Newsletter10.1145/2783702.278370416:2(1-19)Online publication date: 21-May-2015

Index Terms

  1. The patents retrieval prototype in the MOLTO project

    Recommendations

    Comments

    Please enable JavaScript to view thecomments powered by Disqus.

    Information & Contributors

    Information

    Published In

    cover image ACM Other conferences
    WWW '12 Companion: Proceedings of the 21st International Conference on World Wide Web
    April 2012
    1250 pages
    ISBN:9781450312301
    DOI:10.1145/2187980
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

    Sponsors

    • Univ. de Lyon: Universite de Lyon

    In-Cooperation

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 16 April 2012

    Permissions

    Request permissions for this article.

    Check for updates

    Author Tags

    1. automatic semantic annotations
    2. multilingual information retrieval
    3. patent translation

    Qualifiers

    • Research-article

    Conference

    WWW 2012
    Sponsor:
    • Univ. de Lyon
    WWW 2012: 21st World Wide Web Conference 2012
    April 16 - 20, 2012
    Lyon, France

    Acceptance Rates

    Overall Acceptance Rate 1,899 of 8,196 submissions, 23%

    Contributors

    Other Metrics

    Bibliometrics & Citations

    Bibliometrics

    Article Metrics

    • Downloads (Last 12 months)1
    • Downloads (Last 6 weeks)0
    Reflects downloads up to 18 Jan 2025

    Other Metrics

    Citations

    Cited By

    View all
    • (2023)FEED2SEARCH: a framework for hybrid-molecule based semantic searchInternational Journal of General Systems10.1080/03081079.2023.219517352:3(343-383)Online publication date: 24-Apr-2023
    • (2015)Patent MiningACM SIGKDD Explorations Newsletter10.1145/2783702.278370416:2(1-19)Online publication date: 21-May-2015

    View Options

    Login options

    View options

    PDF

    View or Download as a PDF file.

    PDF

    eReader

    View online with eReader.

    eReader

    Media

    Figures

    Other

    Tables

    Share

    Share

    Share this Publication link

    Share on social media