On the public citation graph

Litstudy: A Python Package for Literature Reviews

https://doi.org/10.1016/j.softx.2022.101207
0 signed · 69 inferred · view as graph

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.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

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

inferredcites →https://doi.org/10.1002/asi.21181openalex-snapshot
Bibliometrics and Citation Analysis: From the Science Citation Index to Cybermetrics
inferredcites →https://doi.org/10.1002/asi.4630240406openalex-snapshot
Co‐citation in the scientific literature: A new measure of the relationship between two documents
inferredcites →https://doi.org/10.1007/978-3-319-91196-0openalex-snapshot
Complex Networks in Software, Knowledge, and Social Systems
inferredcites →https://doi.org/10.1007/978-3-319-91196-0_5openalex-snapshot
Co-authorship Networks: An Introduction
inferredcites →https://doi.org/10.1007/s11192-012-0940-1openalex-snapshot
On bibliographic networks
inferredcites →https://doi.org/10.1016/j.infsof.2013.07.010openalex-snapshot
A systematic review of systematic review process research in software engineering
inferredcites →https://doi.org/10.1016/j.ipm.2004.11.005openalex-snapshot
Document clustering using nonnegative matrix factorization
inferredcites →https://doi.org/10.1016/j.jss.2013.04.076openalex-snapshot
On the reliability of mapping studies in software engineering
inferredcites →https://doi.org/10.1016/j.softx.2019.100263openalex-snapshot
pybliometrics: Scriptable bibliometrics using a Python interface to Scopus
inferredcites →https://doi.org/10.1038/s41586-020-2649-2openalex-snapshot
Array programming with NumPy
inferredcites →https://doi.org/10.1108/eb026352openalex-snapshot
BIBLIOGRAPHIC COUPLING
inferredcites →https://doi.org/10.1109/esem20512.2013openalex-snapshot
2013 ACM / IEEE International Symposium on Empirical Software Engineering and Measurement
inferredcites →https://doi.org/10.1109/mcse.2007.55openalex-snapshot
Matplotlib: A 2D Graphics Environment
inferredcites →https://doi.org/10.1109/tvcg.2013.212openalex-snapshot
UTOPIAN: User-Driven Topic Modeling Based on Interactive Nonnegative Matrix Factorization
inferredcites →https://doi.org/10.1126/science.149.3683.510openalex-snapshot
Networks of Scientific Papers
inferredcites →https://doi.org/10.1145/3372390openalex-snapshot
The Landscape of Exascale Research
inferredcites →https://doi.org/10.1145/3459930openalex-snapshot
Proceedings of the 12th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics
inferredcites →https://doi.org/10.1145/860435openalex-snapshot
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
inferredcites →https://doi.org/10.13140/2.1.2393.1847openalex-snapshot
Software Framework for Topic Modelling with Large Corpora
inferredcites →https://doi.org/10.1515/9781400841356.149openalex-snapshot
Networks of scientific papers
inferredcites →https://doi.org/10.21105/joss.03021openalex-snapshot
seaborn: statistical data visualization
inferredcites →https://doi.org/10.25080/majora-92bf1922-00aopenalex-snapshot
Data Structures for Statistical Computing in Python
inferredcites →https://doi.org/10.25080/tcwv9851openalex-snapshot
Exploring Network Structure, Dynamics, and Function using NetworkX
inferredcites →https://doi.org/10.3233/978-1-61499-649-1-87openalex-snapshot
Jupyter Notebooks – a publishing format for reproducible computational workflows
inferredcites →https://doi.org/10.5281/zenodo.3509134openalex-snapshot
pandas-dev/pandas: Pandas
inferredcites →https://doi.org/10.7551/mitpress/1120.003.0082openalex-snapshot
Latent Dirichlet Allocation

What points at this work

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

inferred← citeshttps://doi.org/10.2139/ssrn.4527949openalex-extracted
inferred← citeshttps://doi.org/10.1002/pra2.1072openalex-snapshot
Coconut Libtool: Bridging Textual Analysis Gaps for Non‐Programmers
inferred← citeshttps://doi.org/10.1007/978-1-0716-3461-5_11openalex-snapshot
Big Data Analysis in Computational Biology and Bioinformatics
inferred← citeshttps://doi.org/10.1007/978-3-031-82957-4_17openalex-snapshot
Quantitative Trend Analysis of Reinforcement Learning Algorithms in Production Systems
inferred← citeshttps://doi.org/10.1007/978-3-032-30497-1_6openalex-snapshot
Artificial Intelligence-Assisted Living Systematic Review: A Case Study in the Monte Carlo Electron Transport Research
inferred← citeshttps://doi.org/10.1007/978-981-97-5200-3_13openalex-snapshot
Analyzing the Citation Networks Using Community Detection Approaches: A Review
inferred← citeshttps://doi.org/10.1007/s10462-025-11307-6openalex-snapshot
Novel coefficients for improved robustness in multi-criteria decision analysis
inferred← citeshttps://doi.org/10.1007/s11192-025-05458-0openalex-snapshot
pyBiblioNet: a Python library for a comprehensive network-based bibliometric analysis
inferred← citeshttps://doi.org/10.1007/s11192-026-05636-8openalex-snapshot
Biblium: a Python library for comparative bibliometric analysis
inferred← citeshttps://doi.org/10.1007/s42979-026-05334-5openalex-snapshot
From Word to Prompt: Assessing the Linguistic Footprint of LLMs on Spanish-Language Bachelor’s and Master’s Theses
inferred← citeshttps://doi.org/10.1016/b978-0-44-314050-1.00012-8openalex-snapshot
Detection and attribution of climate change impacts in Africa
inferred← citeshttps://doi.org/10.1016/j.autcon.2024.105889openalex-snapshot
Automation in tower cranes over the past two decades (2003–2024)
inferred← citeshttps://doi.org/10.1016/j.biortech.2023.128625openalex-snapshot
Big data and machine learning driven bioprocessing – Recent trends and critical analysis
inferred← citeshttps://doi.org/10.1016/j.buildenv.2025.114048openalex-snapshot
Robotics for HVAC applications: A critical review and future perspectives
inferred← citeshttps://doi.org/10.1016/j.clpl.2026.100147openalex-snapshot
Regenerative design in engineering: definition, principles, and framework using a mixed-methods literature review
inferred← citeshttps://doi.org/10.1016/j.jclepro.2024.141111openalex-snapshot
A glimpse of the future sustainable digital omnichannel retailing emerges - A systematic literature review
inferred← citeshttps://doi.org/10.1016/j.jss.2025.112579openalex-snapshot
Experiences and challenges from a software ecosystem for cyber–physical systems development: An empirical study on industry-academia collaboration
inferred← citeshttps://doi.org/10.1016/j.procs.2024.09.673openalex-snapshot
Subjective weight determination methods in multi-criteria decision-making: a systematic review
inferred← citeshttps://doi.org/10.1016/j.rser.2024.114410openalex-snapshot
Can renewable energy prosumerism cater for sufficiency and inclusion?
inferred← citeshttps://doi.org/10.1016/j.softx.2023.101565openalex-snapshot
PyblioNet – Software for the creation, visualization and analysis of bibliometric networks
inferred← citeshttps://doi.org/10.1016/j.softx.2025.102416openalex-snapshot
EmbedSLR: an open-source python framework for efficient embedding-based screening and bibliometric validation in systematic literature review
inferred← citeshttps://doi.org/10.1016/j.softx.2026.103116openalex-snapshot
SnowBallSLR: saturation-aware and reproducible citation searching for systematic reviews
inferred← citeshttps://doi.org/10.1080/10447318.2026.2702728openalex-snapshot
A Bibliometric and Topic Modeling Analysis of Human Factors in Automated Driving: Emerging Trends, Challenges, and Future Research
inferred← citeshttps://doi.org/10.1108/dta-08-2023-0461openalex-snapshot
PyBibX – a Python library for bibliometric and scientometric analysis powered with artificial intelligence tools
inferred← citeshttps://doi.org/10.1109/access.2024.3454375openalex-snapshot
Digital Thread for Smart Products: A Survey on Technologies, Challenges, and Opportunities in Service-Oriented Supply Chains
inferred← citeshttps://doi.org/10.1109/icitri67507.2025.11233059openalex-snapshot
Beyond Red Flags: The Role of Artificial Intelligence in Enhancing Financial Fraud Detection
inferred← citeshttps://doi.org/10.1109/icuas60882.2024.10556992openalex-snapshot
A Systematic Literature Mapping of Path Planning and Collision Avoidance Approaches for Unmanned Fixed-Wings
inferred← citeshttps://doi.org/10.1111/mice.13338openalex-snapshot
Data‐driven model for seismic assessment, design, and retrofit of structures using explainable artificial intelligence
inferred← citeshttps://doi.org/10.1145/3630744.3663606openalex-snapshot
COVID-19 Fake News: A Systematic Literature Review using “SmartLitReview”
inferred← citeshttps://doi.org/10.1145/3686852.3686861openalex-snapshot
A Comprehensive Analysis of ACM SIGITE 2003 - 2023 Publications Using LitStudy
inferred← citeshttps://doi.org/10.12688/f1000research.190609.1openalex-snapshot
MRI-based machine learning models for differentiating Parkinson’s disease and Progressive Supranuclear Palsy
inferred← citeshttps://doi.org/10.2139/ssrn.7350689openalex-snapshot
MapwiseFox: A Scriptable Modular Toolkit for Systematic Literature Reviews
inferred← citeshttps://doi.org/10.2478/remav-2026-0001openalex-snapshot
Mining Real Estate Data: A Systematic Review of Text-Based Approaches
inferred← citeshttps://doi.org/10.29173/istl2777openalex-snapshot
Margaret: Streamlining Research Productivity Analysis in Colombia with an R Package for GrupLAC Integration
inferred← citeshttps://doi.org/10.3390/app142210354openalex-snapshot
Esports Training, Periodization, and Software—A Scoping Review
inferred← citeshttps://doi.org/10.3390/diagnostics13213293openalex-snapshot
A Benchmark of In-House Homologous Recombination Repair Deficiency Testing Solutions for High-Grade Serous Ovarian Cancer Diagnosis
inferred← citeshttps://doi.org/10.3390/educsci13100987openalex-snapshot
An Exploratory Study of Helping Undergraduate Students Solve Literature Review Problems Using Litstudy and NLP
inferred← citeshttps://doi.org/10.3390/jcp5030065openalex-snapshot
A Systematic Literature Review of Information Privacy in Blockchain Systems
inferred← citeshttps://doi.org/10.35467/sdq/217364openalex-snapshot
The dual-use dilemma of generative artificial intelligence in cybersecurity: Navigating the explosive growth in offensive and defensive applications
inferred← citeshttps://doi.org/10.51408/issi2025_134openalex-snapshot
Biblium: An Advanced Python Library for Bibliometric and Scientometric Analysis
inferred← citeshttps://doi.org/10.5194/nhess-25-3977-2025openalex-snapshot
Review article: Rethinking preparedness for coastal compound flooding: insights from a systematic review
inferred← citeshttps://doi.org/10.55248/gengpi.4.823.51863openalex-snapshot
Exploring the Significance of Yo-Yo Fitness Tests in Cricket: A Case Study
inferred← citeshttps://doi.org/10.5530/jscires.13.2.36openalex-snapshot
tosr: Create the Tree of Science from WoS and Scopus
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.