Identification of important citations by exploiting research articles’ metadata and cue-terms from content
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DOI: 10.1007/s11192-018-2961-x
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- Terrence A. Brooks, 1985. "Private acts and public objects: An investigation of citer motivations," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 36(4), pages 223-229, July.
- Michael H. MacRoberts & Barbara R. MacRoberts, 2018. "The mismeasure of science: Citation analysis," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 69(3), pages 474-482, March.
- Muhammad Raheel & Samreen Ayaz & Muhammad Tanvir Afzal, 2018. "Evaluation of h-index, its variants and extensions based on publication age & citation intensity in civil engineering," Scientometrics, Springer;Akadémiai Kiadó, vol. 114(3), pages 1107-1127, March.
- Jeong, Yoo Kyung & Song, Min & Ding, Ying, 2014. "Content-based author co-citation analysis," Journal of Informetrics, Elsevier, vol. 8(1), pages 197-211.
- Susan Bonzi, 1982. "Characteristics of a Literature as Predictors of Relatedness Between Cited and Citing Works," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 33(4), pages 208-216, July.
- Samreen Ayaz & Muhammad Tanvir Afzal, 2016. "Identification of conversion factor for completing-h index for the field of mathematics," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(3), pages 1511-1524, December.
- Donald O. Case & Georgeann M. Higgins, 2000. "How can we investigate citation behavior? A study of reasons for citing literature in communication," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 51(7), pages 635-645.
- Rinze Benedictus & Frank Miedema & Mark W. J. Ferguson, 2016. "Fewer numbers, better science," Nature, Nature, vol. 538(7626), pages 453-455, October.
- Xiaodan Zhu & Peter Turney & Daniel Lemire & André Vellino, 2015. "Measuring academic influence: Not all citations are equal," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 66(2), pages 408-427, February.
- Richard C. Anderson & Francis Narin & Paul McAllister, 1978. "Publication ratings versus peer ratings of universities," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 29(2), pages 91-103, March.
- Charles Oppenheim & Susan P. Renn, 1978. "Highly cited old papers and the reasons why they continue to be cited," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 29(5), pages 225-231, September.
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- Mingyang Wang & Jiaqi Zhang & Shijia Jiao & Xiangrong Zhang & Na Zhu & Guangsheng Chen, 2020. "Important citation identification by exploiting the syntactic and contextual information of citations," Scientometrics, Springer;Akadémiai Kiadó, vol. 125(3), pages 2109-2129, December.
- Xin An & Xin Sun & Shuo Xu, 2022. "Important citations identification with semi-supervised classification model," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(11), pages 6533-6555, November.
- Faiza Qayyum & Harun Jamil & Naeem Iqbal & DoHyeun Kim & Muhammad Tanvir Afzal, 2022. "Toward potential hybrid features evaluation using MLP-ANN binary classification model to tackle meaningful citations," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(11), pages 6471-6499, November.
- Xiaorui Jiang & Jingqiang Chen, 2023. "Contextualised segment-wise citation function classification," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(9), pages 5117-5158, September.
- Yu, Dejian & Yan, Zhaoping, 2023. "Main path analysis considering citation structure and content: Case studies in different domains," Journal of Informetrics, Elsevier, vol. 17(1).
- Imran Ihsan & M. Abdul Qadir, 2021. "An NLP-based citation reason analysis using CCRO," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(6), pages 4769-4791, June.
- Heng Huang & Donghua Zhu & Xuefeng Wang, 2022. "Evaluating scientific impact of publications: combining citation polarity and purpose," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(9), pages 5257-5281, September.
- Naif Radi Aljohani & Ayman Fayoumi & Saeed-Ul Hassan, 2021. "An in-text citation classification predictive model for a scholarly search system," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(7), pages 5509-5529, July.
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Keywords
Citation classification; Metadata; Information retrieval; Support vector machine; Kernel logistic regression; Random forest;All these keywords.
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