Text representation model of scientific papers based on fusing multi-viewpoint information and its quality assessment
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DOI: 10.1007/s11192-021-04028-4
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- Yves Fassin, 2018. "A new qualitative rating system for scientific publications and a fame index for academics," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 69(11), pages 1396-1399, November.
- Negin Salimi, 2017. "Quality assessment of scientific outputs using the BWM," Scientometrics, Springer;Akadémiai Kiadó, vol. 112(1), pages 195-213, July.
- Shu Zhao & Dong Zhang & Zhen Duan & Jie Chen & Yan-ping Zhang & Jie Tang, 2018. "A novel classification method for paper-reviewer recommendation," Scientometrics, Springer;Akadémiai Kiadó, vol. 115(3), pages 1293-1313, June.
- Titipat Achakulvisut & Daniel E Acuna & Tulakan Ruangrong & Konrad Kording, 2016. "Science Concierge: A Fast Content-Based Recommendation System for Scientific Publications," PLOS ONE, Public Library of Science, vol. 11(7), pages 1-11, July.
- Kevin Heffernan & Simone Teufel, 2018. "Identifying problems and solutions in scientific text," Scientometrics, Springer;Akadémiai Kiadó, vol. 116(2), pages 1367-1382, August.
- Fen Zhao & Yi Zhang & Jianguo Lu & Ofer Shai, 2019. "Measuring academic influence using heterogeneous author-citation networks," Scientometrics, Springer;Akadémiai Kiadó, vol. 118(3), pages 1119-1140, March.
- Vahe Tshitoyan & John Dagdelen & Leigh Weston & Alexander Dunn & Ziqin Rong & Olga Kononova & Kristin A. Persson & Gerbrand Ceder & Anubhav Jain, 2019. "Unsupervised word embeddings capture latent knowledge from materials science literature," Nature, Nature, vol. 571(7763), pages 95-98, July.
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- Yiqin Lv & Zheng Xie & Xiaojing Zuo & Yiping Song, 2022. "A multi-view method of scientific paper classification via heterogeneous graph embeddings," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(8), pages 4847-4872, August.
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Keywords
Scientific papers; Text representation; Multi-viewpoint information; Part-of-speech; Word meaning;All these keywords.
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