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Trends in computer science research

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Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s11192-008-2197-2openalex-snapshot
Is science becoming more interdisciplinary? Measuring and mapping six research fields over time
inferredcites →https://doi.org/10.1016/j.artint.2009.11.010openalex-snapshot
From the Semantic Web to social machines: A research challenge for AI on the World Wide Web
inferredcites →https://doi.org/10.1073/pnas.0706851105openalex-snapshot
Maps of random walks on complex networks reveal community structure
inferredcites →https://doi.org/10.1086/294737openalex-snapshot
Private Investment and Fiscal Policy
inferredcites →https://doi.org/10.1086/294743openalex-snapshot
The Behavior of Stock-Market Prices
inferredcites →https://doi.org/10.1109/passat/socialcom.2011.102openalex-snapshot
Tracking and Predicting Evolution of Social Communities
inferredcites →https://doi.org/10.1126/science.232.4746.27openalex-snapshot
High-Resolution Climatic Analysis and Southwest Biogeography
inferredcites →https://doi.org/10.1136/bmj.320.7229.213openalex-snapshot
Bacteraemia and antibiotic resistance of its pathogens reported in England and Wales between 1990 and 1998: trend analysis
inferredcites →https://doi.org/10.1145/1461928.1461946openalex-snapshot
Compiler research
inferredcites →https://doi.org/10.1145/1516046.1516062openalex-snapshot
The Claremont report on database research
inferredcites →https://doi.org/10.1145/1516533.1516538openalex-snapshot
Self-adaptive software
inferredcites →https://doi.org/10.1145/1557019.1557075openalex-snapshot
On burstiness-aware search for document sequences
inferredcites →https://doi.org/10.1145/1978542.1978561openalex-snapshot
Gender and computing conference papers
inferredcites →https://doi.org/10.1145/354756.354849openalex-snapshot
Sequence mining in categorical domains
inferredcites →https://doi.org/10.1177/000312240406900204openalex-snapshot
The Structure of a Social Science Collaboration Network: Disciplinary Cohesion from 1963 to 1999
inferredcites →https://doi.org/10.1371/journal.pone.0008694openalex-snapshot
Mapping Change in Large Networks

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/widm.1395openalex-snapshot
Scholarly data mining: A systematic review of its applications
inferred← citeshttps://doi.org/10.1007/978-3-030-37534-8_6openalex-snapshot
Scientific Collaboration, Citation and Topic Analysis of International Conference on Agile Software Development Papers
inferred← citeshttps://doi.org/10.1007/978-3-031-00129-1_5openalex-snapshot
Tracking the Evolution: Discovering and Visualizing the Evolution of Literature
inferred← citeshttps://doi.org/10.1007/978-3-319-67008-9_8openalex-snapshot
Facet Embeddings for Explorative Analytics in Digital Libraries
inferred← citeshttps://doi.org/10.1007/978-3-319-75214-3_27openalex-snapshot
ECMRE: Extended Concurrent Multi Robot Environment
inferred← citeshttps://doi.org/10.1007/978-981-95-4861-3_16openalex-snapshot
InfraKG: Extracting and Structuring Infrastructure Entities from Scientific Articles
inferred← citeshttps://doi.org/10.1007/s10734-026-01677-3openalex-snapshot
Diversification over the scientific career: the impact of seniority, mobility, and collaboration
inferred← citeshttps://doi.org/10.1007/s11192-015-1559-9openalex-snapshot
Mining research trends with anomaly detection models: the case of social computing research
inferred← citeshttps://doi.org/10.1007/s11192-021-04240-2openalex-snapshot
Research trend prediction in computer science publications: a deep neural network approach
inferred← citeshttps://doi.org/10.1007/s11192-022-04445-zopenalex-snapshot
On computer science research and its temporal evolution
inferred← citeshttps://doi.org/10.1007/s11192-023-04660-2openalex-snapshot
Impact of field of study (FoS) on authors’ citation trend
inferred← citeshttps://doi.org/10.1007/s11192-026-05797-6openalex-snapshot
Unveiling research-interest evolution of Chinese prominent scientists: evidence from the Changjiang scholars and academicians of Chinese academy of sciences
inferred← citeshttps://doi.org/10.1007/s11227-018-2714-xopenalex-snapshot
A decade of big data literature: analysis of trends in light of bibliometrics
inferred← citeshttps://doi.org/10.1007/s12469-023-00334-7openalex-snapshot
Artificial intelligence for improving public transport: a mapping study
inferred← citeshttps://doi.org/10.1007/s12650-019-00585-2openalex-snapshot
VISPubComPAS: a comparative analytical system for visualization publication data
inferred← citeshttps://doi.org/10.1016/j.cag.2020.04.006openalex-snapshot
ReviewerNet: A visualization platform for the selection of academic reviewers
inferred← citeshttps://doi.org/10.1016/j.cageo.2016.12.008openalex-snapshot
Linked data scientometrics in semantic e-Science
inferred← citeshttps://doi.org/10.1016/j.cosrev.2015.12.002openalex-snapshot
Citations, research topics and active countries in software engineering: A bibliometrics study
inferred← citeshttps://doi.org/10.1016/j.eswa.2025.130315openalex-snapshot
Nonlinear effects of spatial determinants on the popularity of scientific fields: Evidence from 40 years of computer science
inferred← citeshttps://doi.org/10.1016/j.ipm.2022.103110openalex-snapshot
Revisiting the exploration-exploitation behavior of scholars' research topic selection: Evidence from a large-scale bibliographic database
inferred← citeshttps://doi.org/10.1016/j.jocs.2021.101331openalex-snapshot
Attractive community detection in academic social network
inferred← citeshttps://doi.org/10.1016/j.joi.2023.101409openalex-snapshot
Disclosing the interactive mechanism behind scientists’ topic selection behavior from the perspective of the productivity and the impact
inferred← citeshttps://doi.org/10.1016/j.joi.2024.101602openalex-snapshot
How does Nobel prize awarding shift the research topics of Nobelists’ coauthors and non-coauthors?
inferred← citeshttps://doi.org/10.1038/s41467-019-11401-8openalex-snapshot
Increasing trend of scientists to switch between topics
inferred← citeshttps://doi.org/10.1038/s41562-017-0078openalex-snapshot
Quantifying patterns of research-interest evolution
inferred← citeshttps://doi.org/10.1088/1742-6596/1391/1/012098openalex-snapshot
Fluctuation and evolution of research topics
inferred← citeshttps://doi.org/10.1108/tpm-08-2017-0040openalex-snapshot
A software engineering team research mapping study
inferred← citeshttps://doi.org/10.1109/access.2019.2957440openalex-snapshot
Leap2Trend: A Temporal Word Embedding Approach for Instant Detection of Emerging Scientific Trends
inferred← citeshttps://doi.org/10.1109/access.2020.3007558openalex-snapshot
Impact of Field of Study Trend on Scientific Articles
inferred← citeshttps://doi.org/10.1109/esem.2015.7321193openalex-snapshot
Citation and Topic Analysis of the ESEM Papers
inferred← citeshttps://doi.org/10.1109/icssa45270.2018.00030openalex-snapshot
An Analysis of Research Trends in Computer Security over the Last Decade
inferred← citeshttps://doi.org/10.1109/ijcnn.2019.8852140openalex-snapshot
DeepHist: Towards a Deep Learning-based Computational History of Trends in the NIPS
inferred← citeshttps://doi.org/10.1109/macs48846.2019.9024767openalex-snapshot
Research Publication Trends in Software Engineering
inferred← citeshttps://doi.org/10.1109/tse.2018.2870388openalex-snapshot
Finding Trends in Software Research
inferred← citeshttps://doi.org/10.1109/tvcg.2016.2598827openalex-snapshot
Visualization as Seen through its Research Paper Keywords
inferred← citeshttps://doi.org/10.1109/vast47406.2019.8986934openalex-snapshot
Influence Flowers of Academic Entities
inferred← citeshttps://doi.org/10.1111/exsy.13217openalex-snapshot
Instance selection using one‐versus‐all and one‐versus‐one decomposition approaches in multiclass classification datasets
inferred← citeshttps://doi.org/10.1140/epjds/s13688-019-0210-zopenalex-snapshot
Mapping the physics research space: a machine learning approach
inferred← citeshttps://doi.org/10.1140/epjds/s13688-026-00675-wopenalex-snapshot
Multi-source, multi-level: a hierarchical taxonomy-based framework for AI trends analysis
inferred← citeshttps://doi.org/10.1145/2600428.2609521openalex-snapshot
Modeling the dynamics of personal expertise
inferred← citeshttps://doi.org/10.1145/3041021.3053064openalex-snapshot
Analysing Trends in Computer Science Research
inferred← citeshttps://doi.org/10.1145/3442181openalex-snapshot
Machine Learning for Detecting Data Exfiltration
inferred← citeshttps://doi.org/10.1145/3448734.3450470openalex-snapshot
Trend Analysis of Research Direction in Computer Science Based on Microsoft Academic Graph
inferred← citeshttps://doi.org/10.1145/3696352openalex-snapshot
Machine Learning for Actionable Warning Identification: A Comprehensive Survey
inferred← citeshttps://doi.org/10.1162/qss_a_00193openalex-snapshot
The emergence of graphene research topics through interactions within and beyond
inferred← citeshttps://doi.org/10.1186/s41239-025-00505-5openalex-snapshot
“Scarlet Cloak and the Forest Adventure”: a preliminary study of the impact of AI on commonly used writing tools
inferred← citeshttps://doi.org/10.14710/ik.ijms.19.3.121-130openalex-snapshot
Trends and Future Projections for Marine Biogeochemistry Research in Indonesia (Tren dan Proyeksi Penelitian Biogeokimia Laut di Indonesia)
inferred← citeshttps://doi.org/10.15439/2019f114openalex-snapshot
Preliminary Citation and Topic Analysis of International Conference on Agile Software Development Papers (2002-2018)
inferred← citeshttps://doi.org/10.1609/aaai.v34i05.6372openalex-snapshot
TRENDNERT: A Benchmark for Trend and Downtrend Detection in a Scientific Domain
inferred← citeshttps://doi.org/10.18293/seke2016-017openalex-snapshot
TACE: A Toolkit for Analyzing Concept Evolution in Computing Curricula
inferred← citeshttps://doi.org/10.19173/irrodl.v15i5.1954openalex-snapshot
Where is research on massive open online courses headed? A data analysis of the MOOC Research Initiative
inferred← citeshttps://doi.org/10.21203/rs.3.rs-2532921/v1openalex-snapshot
Discovering the Evolution Structure of Literature
inferred← citeshttps://doi.org/10.25147/ijcsr.2017.001.1.147openalex-snapshot
Grey Literature Review of the Undergraduate Theses of the Bicol University Computer Science Program
inferred← citeshttps://doi.org/10.31235/osf.io/fxqr7openalex-snapshot
Diversity or Disparity? The Concentration of Funded Research Topics in the United Kingdom
inferred← citeshttps://doi.org/10.3390/bdcc6010021openalex-snapshot
Vec2Dynamics: A Temporal Word Embedding Approach to Exploring the Dynamics of Scientific Keywords—Machine Learning as a Case Study
inferred← citeshttps://doi.org/10.3390/su14137679openalex-snapshot
VisualRPI: Visualizing Research Productivity and Impact
inferred← citeshttps://doi.org/10.48550/arxiv.1407.4903openalex-snapshot
An Analysis of Research in Software Engineering: Assessment and Trends
inferred← citeshttps://doi.org/10.48550/arxiv.2012.09344openalex-snapshot
Machine Learning for Detecting Data Exfiltration: A Review
inferred← citeshttps://doi.org/10.5311/josis.2020.21.603openalex-snapshot
Editorial
inferred← citeshttps://doi.org/10.70675/8907d456zf92az457czac18zd5f26db5acc0openalex-snapshot
Scénographie-personnage : création d’artefacts virtuels autonomes pour les arts de la scène
inferred← citeshttps://doi.org/10.70675/957554fdzf6e1z4bceza5ffzdf3a221a420aopenalex-snapshot
Afficheurs cylindriques à changement de forme : application à la physicalisation des données et l'interaction périphérique pour la maîtrise de l'énergie
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