Information Retrieval and Data Mining
Information Retrieval and Data Mining is a research topic within Information Systems. Science Explorer counts 20k research works in it since 1970. 9.0% of them reached the world's top 10% most cited for their field and year.
This cluster of papers focuses on information retrieval, data mining techniques, and their applications in various domains such as e-commerce, privacy protection, internet of things, and digital transformation. It covers topics like social network extraction, machine learning, knowledge acceleration, and the use of big data for analysis.
- Information Retrieval
- Data Mining
- Social Network Extraction
- E-Commerce
- Privacy Protection
- Internet of Things
- Machine Learning
- Knowledge Acceleration
- Digital Transformation
- Big Data
- Research works
- 20k fractional, since 1970
- In the world top 10%
- 1.8k per year above
- Top-10% rate
- 9.0% share of its works in the world top 10%
- Growth, 2013–17 → 2018–22
- +438% the tick is no change
Which countries lead Information Retrieval and Data Mining research?
By volume, Indonesia and ?? publish the most (8.5k and 369 works in 2022–2025).
By volume, 2022–2025
- 1 Indonesia 8.5k works
- 2 ?? 369 works
- 3 India 173 works
- 4 Malaysia 108 works
- 5 United States 93 works
- 6 Russia 70 works
- 7 China 51 works
- 8 Philippines 48 works
- 9 Canada 27 works
- 10 Thailand 17 works
How concentrated that is
The same countries as shares of everything the list above accounts for. A node where two countries do two thirds of the work and one spread evenly across twelve read alike as a ranking and not at all alike here.
Shares of the rows listed above, not of the whole node.
Which institutions lead Information Retrieval and Data Mining research?
By volume in 2022–2025, Telkom University publishes the most Information Retrieval and Data Mining research, followed by Universitas Informatika dan Bisnis Indonesia and Binus University.
By volume, 2022–2025
- 1 Telkom UniversityIndonesia 218 works
- 2 Universitas Informatika dan Bisnis IndonesiaIndonesia 189 works
- 3 Binus UniversityIndonesia 159 works
- 4 University of Pembangunan Nasional Veteran Jawa TimurIndonesia 148 works
- 5 Universitas Nusa BangsaIndonesia 144 works
- 6 Universitas Islam Negeri Sumatera UtaraIndonesia 140 works
- 7 Universitas Katolik Widya MandiraIndonesia 124 works
- 8 Universitas Bina DarmaIndonesia 114 works
- 9 Gunadarma UniversityIndonesia 108 works
- 10 Udayana UniversityIndonesia 103 works
Where is Information Retrieval and Data Mining research done?
The largest centres of Information Retrieval and Data Mining research in 2022–2025 are Jakarta (Indonesia), Bandung (Indonesia), Surabaya (Indonesia) and Medan (Indonesia). Among places with at least 20 works in it, it is an unusually large share of all research in Semarang, Blitar and Syktyvkar.
Largest cities, 2022–2025
- 1 Jakarta Indonesia 1.2k works
- 2 Bandung Indonesia 849 works
- 3 Surabaya Indonesia 490 works
- 4 Medan Indonesia 423 works
- 5 Yogyakarta Indonesia 325 works
- 6 Malang Indonesia 298 works
- 7 Semarang Indonesia 294 works
- 8 Makassar Indonesia 253 works
- 9 Bogor Indonesia 235 works
- 10 Palembang Indonesia 229 works
Where it is the local speciality
- Semarang31.8 works50×
- BlitarID · 20.2 works44×
- SyktyvkarRU · 28.3 works38×
- Yogyakarta52.2 works38×
Location quotient: how much more of its research is in Information Retrieval and Data Mining than the world average.
Where is the best place to study Information Retrieval and Data Mining?
Among universities, judged by research, Telkom University, Universitas Informatika dan Bisnis Indonesia and Nasional University score highest, combining excellence, specialisation, size, growth and international reach. Research strength is one signal when choosing where to study; it does not measure teaching.
One dot per university in the table below. The upper left is the interesting corner: small places doing unusually strong work.
| # | University | Score | Top 10% | Specialisation | Works | Growth |
|---|---|---|---|---|---|---|
| 1 | Telkom UniversityIndonesia | 69.0 | 8.7% | 44.9× | 218 | +3104.4% |
| 2 | Universitas Informatika dan Bisnis IndonesiaIndonesia | 64.0 | 5.0% | 57.7× | 189 | +2950.0% |
| 3 | Nasional UniversityIndonesia | 63.8 | 12.2% | 37.2× | 57 | +438.1% |
| 4 | Satya Wacana Christian UniversityIndonesia | 63.0 | 8.8% | 37.5× | 88 | +428.3% |
| 5 | Universitas Tama JagakarsaIndonesia | 62.5 | 32.8% | 51.3× | 10 | — |
| 6 | Universitas Bina DarmaIndonesia | 62.0 | 6.0% | 89.9× | 114 | +699.0% |
| 7 | Sepuluh Nopember Institute of TechnologyIndonesia | 61.9 | 9.3% | 13.3× | 52 | +258.3% |
| 8 | Mercu Buana UniversityIndonesia | 61.6 | 9.6% | 18.3× | 59 | +2728.7% |
| 9 | Universitas Islam Negeri Sultan Syarif Kasim RiauIndonesia | 61.6 | 9.7% | 20.8× | 58 | +204.1% |
| 10 | State University of MalangIndonesia | 61.1 | 5.3% | 10.6× | 94 | +4212.7% |
Universities only. Score blends excellence (30%), specialisation (25%), size (20%), growth (15%) and international reach (10%), 2015–2022; growth compares 2010–14 with 2015–19.
Is Information Retrieval and Data Mining research growing?
Output in 2018–2022 was 438% higher than in 2013–2017, peaking in 2023. The fastest-growing topics are Information Retrieval and Data Mining.
The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.
Which topics inside it are moving
Growth and decline on one axis around a shared zero. Two lists side by side hide the thing that matters: whether the growth dwarfs the decline, or the other way round.