Citation Analysis

\large\textbfFrom Reviews to Actionable Insights:\\ An LLM-Based Approach for Attribute and Feature Extraction
Khaled Boughanmi, Kamel Jedidi, Nour Jedidi
https://arxiv.org/abs/2510.16551
72
Citation mentions
58
Cited references
14
Sections
0
Words (approx)

References by Citation Intensity

Ordered by composite index (descending). Higher values indicate more intensive citation.

# Reference Year Mentions Breadth Sec. Wtd Share Composite Main %
1 Bu 2020 4 3 6.0 0.056 0.737 50%
2 Chakraborty, Ishita and Kim, Minkyung and Sudhir, ... 2022 3 3 5.0 0.042 0.737 67%
3 Wei, Jason and Wang, Xuezhi and Schuurmans, Dale a... 2022 3 2 6.0 0.042 0.737 100%
4 Schoenmueller, Verena and Netzer, Oded and Stahl, ... 2020 2 2 4.0 0.028 0.644 100%
5 Brown, Tom B. and Mann, Benjamin and Ryder, Nick a... 2020 2 2 4.0 0.028 0.644 100%
6 Gutman, Jonathan 1982 2 2 3.0 0.028 0.511 50%
7 Bojic, Ljubisa and Zagovora, Olga and Zelenkauskai... 2025 2 2 3.0 0.028 0.511 50%
8 Yelp Inc. 2024 2 2 3.0 0.028 0.511 50%
9 Luca, Michael 2016 2 2 3.0 0.028 0.511 50%
10 Kottler, Philip and Keller, Kevin Lane 2009 1 1 2.0 0.014 0.406 100%
11 Flemings, James and Zhang, Wanrong and Jiang, Bo a... 2024 1 1 2.0 0.014 0.406 100%
12 Min, Sewon and Lewis, Mike and Zettlemoyer, Luke a... 2022 1 1 2.0 0.014 0.406 100%
13 Parasuraman, ABLL and Zeithaml, Valarie A and Berr... 1988 1 1 2.0 0.014 0.406 100%
14 Wakefield, Kirk L and Blodgett, Jeffrey G 1999 1 1 2.0 0.014 0.406 100%
15 Sulek, Joanne M and Hensley, Rhonda L 2004 1 1 2.0 0.014 0.406 100%
16 Konuk, Faruk An\i 2019 1 1 2.0 0.014 0.406 100%
17 Keh, Hean Tat and Lee, Yih Hwai 2006 1 1 2.0 0.014 0.406 100%
18 Alhelalat, Jebril A and Ma’moun, A Habiballah and ... 2017 1 1 2.0 0.014 0.406 100%
19 Almohaimmeed, Bader MA 2017 1 1 2.0 0.014 0.406 100%
20 Dixon, Michael and Kimes, Sheryl E. and Verma, Roh... 2010 1 1 2.0 0.014 0.406 100%
21 Liu, Siyi and Halder, Kishaloy and Qi, Zheng and X... 2025 1 1 2.0 0.014 0.406 100%
22 Kojima, Takeshi and Gu, Shixiang Shane and Reid, M... 2022 1 1 2.0 0.014 0.406 100%
23 Culotta, Aron and Cutler, Jennifer 2016 1 1 2.0 0.014 0.406 100%
24 Hayes, Andrew F and Krippendorff, Klaus 2007 1 1 2.0 0.014 0.406 100%
25 Jennrich, Robert I 1970 1 1 2.0 0.014 0.406 100%
26 Sudhir, K and Talukdar, Debabrata 2015 1 1 2.0 0.014 0.406 100%
27 Oldenburg, Ray 1997 1 1 2.0 0.014 0.406 100%
28 Chen, Ningyuan and Li, Anran and Talluri, Kalyan 2021 1 1 2.0 0.014 0.406 100%
29 Berger, Jonah and Humphreys, Ashlee and Ludwig, St... 2019 2 1 2.0 0.028 0.110 0%
30 Elwalda, Abdulaziz and Lu, Kevin 2016 1 1 1.0 0.014 0.087 0%
31 Raketa 2024 1 1 1.0 0.014 0.087 0%
32 Chevalier, Judith A and Mayzlin, Dina 2006 1 1 1.0 0.014 0.087 0%
33 Jusoh, Shaidah 2018 1 1 1.0 0.014 0.087 0%
34 Halawi, Danny and Zhang, Fred and Yueh-Han, Chen a... 2024 1 1 1.0 0.014 0.087 0%
35 Blanchard, Simon J and Duani, Nofar and Garvey, Aa... 2025 1 1 1.0 0.014 0.087 0%
36 Brand, James and Israeli, Ayelet and Ngwe, Donald 2023 1 1 1.0 0.014 0.087 0%
37 Goli, Ali and Singh, Amandeep 2024 1 1 1.0 0.014 0.087 0%
38 Li, Peiyao and Castelo, Noah and Katona, Zsolt and... 2024 1 1 1.0 0.014 0.087 0%
39 Chakraborty, Ishita and Chiong, Khai and Dover, Ho... 2025 1 1 1.0 0.014 0.087 0%
40 Pham, Chau Minh and Hoyle, Alexander and Sun, Sime... 2023 1 1 1.0 0.014 0.087 0%
41 Mu, Yida and Dong, Chun and Bontcheva, Kalina and ... 2024 1 1 1.0 0.014 0.087 0%
42 Arora, N. and Chakraborty, I. and Nishimura, Y. 2025 1 1 1.0 0.014 0.087 0%
43 Archak, Nikolay and Ghose, Anindya and Ipeirotis, ... 2011 1 1 1.0 0.014 0.087 0%
44 Lee, Thomas Y and Bradlow, Eric T 2011 1 1 1.0 0.014 0.087 0%
45 Anderson, Eric T and Simester, Duncan I 2014 1 1 1.0 0.014 0.087 0%
46 Tirunillai, Seshadri and Tellis, Gerard J 2014 1 1 1.0 0.014 0.087 0%
47 Büschken, Thomas and Ross, William T. 2016 1 1 1.0 0.014 0.087 0%
48 Liu, Xiao and Lee, Dokyun and Srinivasan, Kannan 2019 1 1 1.0 0.014 0.087 0%
49 Jedidi, Kamel and Schmitt, Bernd H and Ben Sliman,... (self) 2021 1 1 1.0 0.014 0.087 0%
50 Boughanmi, Khaled and Ansari, Asim and Li, Yang (self) 2025 1 1 1.0 0.014 0.087 0%
51 Khot, Tushar and Trivedi, Harsh and Finlayson, Mat... 2023 1 1 1.0 0.014 0.087 0%
52 Ramos, Juan and others 2003 1 1 0.5 0.014 0.087 0%
53 Blei, David M and Ng, Andrew Y and Jordan, Michael... 2003 1 1 0.5 0.014 0.087 0%
54 Boughanmi, Khaled and Ansari, Asim (self) 2021 1 1 0.5 0.014 0.087 0%
55 Lee, Daniel and Seung, H Sebastian 2000 1 1 0.5 0.014 0.087 0%
56 Mikolov, Tomas and Chen, Kai and Corrado, Greg and... 2013 1 1 0.5 0.014 0.087 0%
57 Le, Quoc and Mikolov, Tomas 2014 1 1 0.5 0.014 0.087 0%
58 Reimers, Nils and Gurevych, Iryna 2019 1 1 0.5 0.014 0.087 0%
Measures: Mentions = total in-text citations; Breadth = distinct sections; Sec. Wtd = section-weighted count (body ×2, lit review/appendix ×0.5); Share = mentions / total citations in paper; Composite = geometric mean of normalised count, breadth, and main-text ratio; Main % = fraction of mentions in main text (excl. appendix). (self) = self-citation.