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Recommending citations with translation model

Published: 24 October 2011 Publication History

Abstract

Citation Recommendation is useful for an author to find out the papers or books that can support the materials she is writing about. It is a challengeable problem since the vocabulary used in the content of papers and in the citation contexts are usually quite different. To address this problem, we propose to use translation model, which can bridge the gap between two heterogeneous languages. We conduct an experiment and find the translation model can provide much better candidates of citations than the state-of-the-art methods.

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  • (2024)Paper Recommender System Using Big Data ToolsOptimization Algorithms - Classics and Recent Advances10.5772/intechopen.109136Online publication date: 10-Jul-2024
  • (2023)Context-aware citation recommendation of scientific papers: comparative study, gaps and trendsScientometrics10.1007/s11192-023-04773-8128:8(4243-4268)Online publication date: 22-Jun-2023
  • (2022)Countering Disinformation by Finding Reliable Sources: a Citation-Based Approach2022 International Joint Conference on Neural Networks (IJCNN)10.1109/IJCNN55064.2022.9891941(1-8)Online publication date: 18-Jul-2022
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    cover image ACM Conferences
    CIKM '11: Proceedings of the 20th ACM international conference on Information and knowledge management
    October 2011
    2712 pages
    ISBN:9781450307178
    DOI:10.1145/2063576
    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]

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    Publication History

    Published: 24 October 2011

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    1. citation recommendation
    2. translation model

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    • (2024)Paper Recommender System Using Big Data ToolsOptimization Algorithms - Classics and Recent Advances10.5772/intechopen.109136Online publication date: 10-Jul-2024
    • (2023)Context-aware citation recommendation of scientific papers: comparative study, gaps and trendsScientometrics10.1007/s11192-023-04773-8128:8(4243-4268)Online publication date: 22-Jun-2023
    • (2022)Countering Disinformation by Finding Reliable Sources: a Citation-Based Approach2022 International Joint Conference on Neural Networks (IJCNN)10.1109/IJCNN55064.2022.9891941(1-8)Online publication date: 18-Jul-2022
    • (2022)Citation Worthiness Identification for Fine-Grained Citation Recommendation SystemsIranian Journal of Science and Technology, Transactions of Electrical Engineering10.1007/s40998-021-00472-346:2(353-365)Online publication date: 23-Jan-2022
    • (2021)A New Citation Recommendation Strategy Based on Term Functions in Related Studies SectionJournal of Data and Information Science10.2478/jdis-2021-00226:3(75-98)Online publication date: 9-May-2021
    • (2021)A scientific citation recommendation model integrating network and text representationsScientometrics10.1007/s11192-021-04161-0Online publication date: 26-Sep-2021
    • (2021)An overview and evaluation of citation recommendation modelsScientometrics10.1007/s11192-021-03909-y126:5(4083-4119)Online publication date: 2-Mar-2021
    • (2021)Citation Recommendation with Random WalkingComprehensible Science10.1007/978-3-030-66093-2_4(33-39)Online publication date: 19-Jan-2021
    • (2020)Attentive Stacked Denoising Autoencoder With Bi-LSTM for Personalized Context-Aware Citation RecommendationIEEE/ACM Transactions on Audio, Speech and Language Processing10.1109/TASLP.2019.294992528(553-568)Online publication date: 21-Jan-2020
    • (2020)Relevance Feedback Based Citation Recommendation for Scholarly Publications2020 IEEE International Conference on Electronics, Computing and Communication Technologies (CONECCT)10.1109/CONECCT50063.2020.9198352(1-6)Online publication date: Jul-2020
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