Phrase-based Semantic Textual Similarity for Linking Researchers

被引：0
|
作者：
Reyes-Ortiz, Jose A. [1 ]
Bravo, Maricela [1 ]
Padilla, Omar E. [1 ]
机构：
[1] Metropolitan Autonomous Univ, Dept Syst, Mexico City, DF, Mexico
来源：
2015 26TH INTERNATIONAL WORKSHOP ON DATABASE AND EXPERT SYSTEMS APPLICATIONS (DEXA) | 2015年
关键词：
Semantic Textual Similarity; Ontology Knowledge Representation; Natural Language Processing; Researchers Linking;
D O I：
10.1109/DEXA.2015.54
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Researchers need to establish networks with colleagues that work similar topics, frequently; they are looking similar works by exploring free text in scientific publications in order to update them with the recent state of the art. They read the abstracts and decide whether or not it is a related and relevant work. Therefore, this paper presents an approach for linking researchers based on measuring the similarity between the abstracts of their scientific publications in English. Our approach discovers ontological relationships between free text scientific publications using statistical and semantic similarity measures. An evaluation of a gold standard data set is presented, it has shown an average of 0.6399 for Pearson product-moment correlation coefficient.
引用
收藏
页码：202 / 206
页数：5
相关论文
共 50 条
  • [41] Word Embedding based Textual Semantic Similarity Measure in Bengali
    Iqbal, Md Asif
    Sharif, Omar
    Hoque, Mohammed Moshiul
    Sarker, Iqbal H.
    10TH INTERNATIONAL YOUNG SCIENTISTS CONFERENCE IN COMPUTATIONAL SCIENCE (YSC2021), 2021, 193 : 92 - 101
  • [42] FlexSTS: A Framework for Semantic Textual Similarity
    Freire, Janio
    Pinheiro, Vadia
    Feitosa, David
    LINGUAMATICA, 2016, 8 (02): : 23 - 31
  • [43] Text summary evaluation based on interpretable semantic textual similarity
    Majumder, Goutam
    Rajput, Vikrant
    Pakray, Partha
    Bandyopadhyay, Sivaji
    Favre, Benoit
    MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 83 (1) : 3233 - 3258
  • [44] A Semantic Logic-Based Approach to Determine Textual Similarity
    Blanco, Eduardo
    Moldovan, Dan
    IEEE-ACM TRANSACTIONS ON AUDIO SPEECH AND LANGUAGE PROCESSING, 2015, 23 (04) : 683 - 693
  • [45] Text summary evaluation based on interpretable semantic textual similarity
    Goutam Majumder
    Vikrant Rajput
    Partha Pakray
    Sivaji Bandyopadhyay
    Benoit Favre
    Multimedia Tools and Applications, 2024, 83 : 3233 - 3258
  • [46] Semantic Textual Similarity in Bengali Text
    Shajalal, Md
    Aono, Masaki
    2018 INTERNATIONAL CONFERENCE ON BANGLA SPEECH AND LANGUAGE PROCESSING (ICBSLP), 2018,
  • [47] Turkish Dataset for Semantic Textual Similarity
    Fikri, Figen Beken
    Oflazer, Kemal
    Yanikoglu, Berrin
    29TH IEEE CONFERENCE ON SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS (SIU 2021), 2021,
  • [48] Semantic Textual Similarity in Quality Estimation
    Bechara, Hanna
    Parra Escartin, Carla
    Orasan, Constantin
    Specia, Lucia
    BALTIC JOURNAL OF MODERN COMPUTING, 2016, 4 (02): : 256 - 268
  • [49] Linguistically Conditioned Semantic Textual Similarity
    Tu, Jingxuan
    Xu, Keer
    Yue, Liulu
    Ye, Bingyang
    Rim, Kyeongmin
    Pustejovsky, James
    PROCEEDINGS OF THE 62ND ANNUAL MEETING OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS, VOL 1: LONG PAPERS, 2024, : 1161 - 1172
  • [50] Czech Dataset for Semantic Textual Similarity
    Svoboda, Lukas
    Brychcin, Tomas
    TEXT, SPEECH, AND DIALOGUE (TSD 2018), 2018, 11107 : 213 - 221
12345