---
title: "LG (South Korea): research papers, co-authors and journals"
description: "From 2017 to 2026 (so far), authors at LG (South Korea) took part in 31 papers in the tracked journals, most of them in AI (16), operations research (7) and information systems (5). It ranks #39 among the companies publishing in the tracked journals from 2023 to 2025."
url: https://scholar4ai.com/companies/lg-south-korea
markdown_url: https://scholar4ai.com/companies/lg-south-korea.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From 2017 to 2026 (so far), authors at LG (South Korea) took part in 31 papers in the tracked journals, most of them in AI (16), operations research (7) and information systems (5). (as of 2026-10-31)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-10-31T19:11:11+09:00
window: 2026-10-02 to 2026-10-31
source: OpenAlex (CC0)
---

# LG (South Korea)

Papers in the tracked journals with an author at LG (South Korea): per year and category, where they are published, the institutions its researchers write with, and its most-cited papers. A paper counts as corporate when at least one of its authors is affiliated with an institution that OpenAlex classifies as a company; it counts once for each company among its authors' affiliations. Universities are the institutions OpenAlex classifies as education.

Back to the ranking: https://scholar4ai.com/rankings/companies.md

## Key findings

- From 2017 to 2026 (so far), authors at LG (South Korea) took part in 31 papers in the tracked journals, most of them in AI (16), operations research (7) and information systems (5).
- It ranks #39 among the companies publishing in the tracked journals from 2023 to 2025.
- 7 of them were published in 2025, against 1 in 2017.
- Since 2023, the institutions with the most of these papers were Korea Advanced Institute of Science and Technology (4), Korea University (4) and Sungkyunkwan University (3).
- The journals publishing most of them were Expert Systems with Applications (6), Computers & Industrial Engineering (4) and European Journal of Operational Research (2).
- The most-cited of them is “Machine learning based customer churn prediction in home appliance rental business” (Journal Of Big Data, 2023), with 59 citations.
- Since 2023, papers in the tracked journals cited 16 of its papers 33 times; 97% of those links came from papers with a university author and 0% from its own papers.
- Its own papers since 2023 cite archived papers 114 times, 13% of them papers with a company author.

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [AI](https://scholar4ai.com/categories/ai.md) | 0 | 0 | 0 | 1 | 0 | 1 | 3 | 6 | 3 | 2 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 0 | 0 | 0 | 1 | 0 | 1 | 3 | 2 | 0 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 1 | 1 | 1 | 0 | 0 | 1 | 0 | 0 | 1 | 0 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 0 |
| [Marketing](https://scholar4ai.com/categories/marketing.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| All categories | 1 | 1 | 1 | 3 | 1 | 2 | 4 | 9 | 7 | 2 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 6 |
| 2 | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | 4 |
| 3 | [European Journal of Operational Research](https://scholar4ai.com/journals/european-journal-of-operational-research.md) | 2 |
| 4 | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 2 |
| 5 | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 1 |
| 6 | [Information Processing & Management](https://scholar4ai.com/journals/information-processing-management.md) | 1 |
| 7 | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | 1 |
| 8 | [Journal of Retailing and Consumer Services](https://scholar4ai.com/journals/journal-of-retailing-and-consumer-services.md) | 1 |
| 9 | [Electronic Markets](https://scholar4ai.com/journals/electronic-markets.md) | 1 |
| 10 | [Data Mining and Knowledge Discovery](https://scholar4ai.com/journals/data-mining-and-knowledge-discovery.md) | 1 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | Korea Advanced Institute of Science and Technology | 4 |
| 2 | Korea University | 4 |
| 3 | Sungkyunkwan University | 3 |
| 4 | Hanyang University | 2 |
| 5 | New York University | 2 |
| 6 | Pohang University of Science and Technology | 2 |
| 7 | Seoul National University | 2 |
| 8 | Ulsan National Institute of Science and Technology | 2 |
| 9 | Boston University | 1 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | South Korea | 22 |
| 2 | United States | 4 |
| 3 | Australia | 1 |
| 4 | Germany | 1 |
| 5 | United Kingdom | 1 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | 3D pose estimation | 1 |
| 2 | Asset Administration Shell | 1 |
| 3 | CNN compression | 1 |
| 4 | [COVID-19 pandemic](https://scholar4ai.com/keywords/covid-19-pandemic.md) | 1 |
| 5 | COVID-19 supply chain disruption | 1 |
| 6 | Industry 5.0 | 1 |
| 7 | Kubernetes | 1 |
| 8 | LLM embeddings | 1 |
| 9 | NP-hardness | 1 |
| 10 | angular margin loss | 1 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 59 | 1.4 | [Machine learning based customer churn prediction in home appliance rental business](https://doi.org/10.1186/s40537-023-00721-8) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 2023-04-05 | Youngjung Suh |
| 2 | 38 | 0.9 | [Developing a semi-supervised learning and ordinal classification framework for quality level prediction in manufacturing](https://doi.org/10.1016/j.cie.2023.109286) | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | 2023-05-09 | Gyeongho Kim, Jae Gyeong Choi, Minjoo Ku et al. |
| 3 | 26 | 0.2 | [Smartphone user segmentation based on app usage sequence with neural networks](https://doi.org/10.1016/j.tele.2017.12.007) | [Telematics and Informatics](https://scholar4ai.com/journals/telematics-and-informatics.md) | 2017-12-09 | Younghoon Lee, In-Beom Park, Sungzoon Cho et al. |
| 4 | 25 | 0.5 | [Exploiting shape cues for weakly supervised semantic segmentation](https://doi.org/10.1016/j.patcog.2022.108953) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | 2022-08-02 | Sungpil Kho, Pilhyeon Lee, Wonyoung Lee et al. |
| 5 | 24 | 0.8 | [Real-Time CNN Training and Compression for Neural-Enhanced Adaptive Live Streaming](https://doi.org/10.1109/tpami.2024.3377372) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2024-03-14 | Seunghwa Jeong, Bumki Kim, Seunghoon Cha et al. |
| 6 | 20 | 0.5 | [A new support vector machine for categorical features](https://doi.org/10.1016/j.eswa.2023.120449) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 2023-05-13 | Taeil Jung, Jaejik Kim |
| 7 | 15 | 0.2 | [Genetic state-grouping algorithm for deep reinforcement learning](https://doi.org/10.1016/j.eswa.2020.113695) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | 2020-07-07 | Man-Je Kim, Jun Suk Kim, Sungjin James Kim et al. |
| 8 | 13 | 0.4 | [Data-driven analysis and human-centric assignment for manual assembly production lines](https://doi.org/10.1016/j.cie.2024.109896) | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | 2024-01-09 | Goo-Young Kim, Jongpil Yun, Changha Lee et al. |
| 9 | 13 | 0.4 | [Domain-knowledge-informed functional outlier detection for line quality control systems](https://doi.org/10.1016/j.cie.2024.109936) | [Computers & Industrial Engineering](https://scholar4ai.com/journals/computers-industrial-engineering.md) | 2024-02-01 | Jong Hwan Mun, Jitae Yoo, Hee-Sun Kim et al. |
| 10 | 12 | 0.3 | [Masked Kinematic Continuity-aware Hierarchical Attention Network for pose estimation in videos](https://doi.org/10.1016/j.neunet.2023.10.038) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | 2023-10-26 | Kyung-Min Jin, Gunhee Lee, Gun-Hee Lee et al. |

## Who cites its research

*Institutions whose papers cite it most, since 2023*

| # | Institution | Kind | Country | Links |
|---:|---|---|---|---:|
| 1 | [Tianjin University](https://scholar4ai.com/institutions/tianjin-university.md) | University | China | 2 |
| 2 | [Wuhan University](https://scholar4ai.com/institutions/wuhan-university.md) | University | China | 2 |
| 3 | University of Stuttgart | University | Germany | 1 |
| 4 | Shihezi University | University | China | 1 |
| 5 | Chonnam National University | University | South Korea | 1 |
| 6 | Jiangsu University | University | China | 1 |
| 7 | [Tongji University](https://scholar4ai.com/institutions/tongji-university.md) | University | China | 1 |
| 8 | Pohang University of Science and Technology | University | South Korea | 1 |
| 9 | London Metropolitan University | University | United Kingdom | 1 |
| 10 | University of British Columbia | University | Canada | 1 |

## What its papers cite

*Institutions its papers cite most, since 2023*

| # | Institution | Kind | Country | Links |
|---:|---|---|---|---:|
| 1 | [Zhejiang University](https://scholar4ai.com/institutions/zhejiang-university.md) | University | China | 6 |
| 2 | [Centre National de la Recherche Scientifique](https://scholar4ai.com/institutions/centre-national-de-la-recherche-scientifique.md) | Government | France | 4 |
| 3 | [Hong Kong Polytechnic University](https://scholar4ai.com/institutions/hong-kong-polytechnic-university.md) | University | Hong Kong | 4 |
| 4 | Pohang University of Science and Technology | University | South Korea | 3 |
| 5 | [Tsinghua University](https://scholar4ai.com/institutions/tsinghua-university.md) | University | China | 3 |
| 6 | University of Technology Sydney | University | Australia | 2 |
| 7 | University of Science and Technology of China | University | China | 2 |
| 8 | [Microsoft (United States)](https://scholar4ai.com/companies/microsoft-united-states.md) | Company | United States | 2 |
| 9 | [Google (United States)](https://scholar4ai.com/companies/google-united-states.md) | Company | United States | 2 |
| 10 | Harvard University | University | United States | 2 |

More: https://scholar4ai.com/corporate-citations.md · https://scholar4ai.com/industry-university.md

## Cite this page

Scholar4AI. (2026). LG (South Korea). Journal Research Rankings. Retrieved October 31, 2026, from https://scholar4ai.com/companies/lg-south-korea

```bibtex
@misc{scholar4ai-companies-lg-south-korea,
  author = {{Scholar4AI}},
  title = {LG (South Korea)},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/companies/lg-south-korea}},
  urldate = {2026-10-31},
  note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).