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PostFinder: Mining Stack Overflow posts to support software developers

https://doi.org/10.1016/j.infsof.2020.106367

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What this work says

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

inferredcites →https://doi.org/10.1002/j.1538-7305.1948.tb00917.xopenalex-snapshot

A Mathematical Theory of Communication

inferredcites →https://doi.org/10.1007/978-1-4612-4380-9_16openalex-snapshot

Individual Comparisons by Ranking Methods

inferredcites →https://doi.org/10.1007/s10618-008-0118-xopenalex-snapshot

Sourcerer: mining and searching internet-scale software repositories

inferredcites →https://doi.org/10.1007/s10664-015-9397-1openalex-snapshot

Prompter

inferredcites →https://doi.org/10.1007/s10664-017-9544-yopenalex-snapshot

Augmenting and structuring user queries to support efficient free-form code search

inferredcites →https://doi.org/10.1016/j.infsof.2017.04.005openalex-snapshot

On code reuse from StackOverflow: An exploratory study on Android apps

inferredcites →https://doi.org/10.1016/j.jss.2016.09.015openalex-snapshot

A survey of the use of crowdsourcing in software engineering

inferredcites →https://doi.org/10.1016/j.jss.2019.110460openalex-snapshot

CrossRec: Supporting software developers by recommending third-party libraries

inferredcites →https://doi.org/10.1080/00031305.1998.10480559openalex-snapshot

Violin Plots: A Box Plot-Density Trace Synergism

inferredcites →https://doi.org/10.1108/13522750810879048openalex-snapshot

Tasting as a projective technique

inferredcites →https://doi.org/10.1109/ase.2015.42openalex-snapshot

CodeHow: Effective Code Search Based on API Understanding and Extended Boolean Model (E)

inferredcites →https://doi.org/10.1109/ase.2017.8115681openalex-snapshot

AnswerBot: Automated generation of answer summary to developers' technical questions

inferredcites →https://doi.org/10.1109/icse.2015.98openalex-snapshot

How Can I Use This Method?

inferredcites →https://doi.org/10.1109/icse.2019.00109openalex-snapshot

FOCUS: A Recommender System for Mining API Function Calls and Usage Patterns

inferredcites →https://doi.org/10.1109/icsm.2001.972697openalex-snapshot

Proceedings IEEE International Conference on Software Maintenance. ICSM 2001

inferredcites →https://doi.org/10.1109/icsm.2012.6405331openalex-snapshot

Detecting similar applications with collaborative tagging

inferredcites →https://doi.org/10.1109/ms.2009.161openalex-snapshot

Recommendation Systems for Software Engineering

inferredcites →https://doi.org/10.1109/msr.2013.6624012openalex-snapshot

Making sense of online code snippets

inferredcites →https://doi.org/10.1145/1081706.1081744openalex-snapshot

Strathcona example recommendation tool

inferredcites →https://doi.org/10.1145/143062openalex-snapshot

0897915046/International Conference on Software Engineering

inferredcites →https://doi.org/10.1145/1806799.1806842openalex-snapshot

Moving into a new software project landscape

inferredcites →https://doi.org/10.1145/2568225openalex-snapshot

Proceedings of the 36th International Conference on Software Engineering

inferredcites →https://doi.org/10.1145/2568225.2568313openalex-snapshot

Live API documentation

inferredcites →https://doi.org/10.1145/2597008.2597146openalex-snapshot

Ranking crowd knowledge to assist software development

inferredcites →https://doi.org/10.1145/2597008.2597155openalex-snapshot

How do API changes trigger stack overflow discussions? a study on the Android SDK

inferredcites →https://doi.org/10.1145/2597073openalex-snapshot

Proceedings of the 11th Working Conference on Mining Software Repositories

inferredcites →https://doi.org/10.1145/2652524openalex-snapshot

Proceedings of the 8th ACM/IEEE International Symposium on Empirical Software Engineering and Measurement

inferredcites →https://doi.org/10.1145/2652524.2652556openalex-snapshot

A replicated study on duplicate detection

inferredcites →https://doi.org/10.1145/3180155.3180187openalex-snapshot

F a C o Y

inferredcites →https://doi.org/10.1145/3196398openalex-snapshot

Proceedings of the 15th International Conference on Mining Software Repositories

inferredcites →https://doi.org/10.1145/3275219.3275227openalex-snapshot

Searching StackOverflow Questions with Multi-Faceted Categorization

inferredcites →https://doi.org/10.48550/arxiv.0911.5046openalex-snapshot

Integrating the Probabilistic Models BM25/BM25F into Lucene

inferredcites →https://doi.org/10.48550/arxiv.1803.07311openalex-snapshot

SOTorrent: Reconstructing and Analyzing the Evolution of Stack Overflow Posts

inferredcites →https://doi.org/10.5281/zenodo.1489119openalex-snapshot

Maven central dependency graph

What points at this work

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

inferred← citeshttps://doi.org/10.1002/smr.2662openalex-snapshot

Richen: Automated enrichment of Git documentation with usage examples and scenarios

inferred← citeshttps://doi.org/10.1002/spe.70115openalex-snapshot

An Empirical Study on the Evaluation of Graph‐Based Strategies for Intelligent Modeling Assistants

inferred← citeshttps://doi.org/10.1007/978-3-030-96299-9_75openalex-snapshot

Information Technology Roles and Their Most-Used Programming Languages

inferred← citeshttps://doi.org/10.1007/s10270-022-00994-2openalex-snapshot

MemoRec: a recommender system for assisting modelers in specifying metamodels

inferred← citeshttps://doi.org/10.1007/s10489-021-02911-4openalex-snapshot

Providing upgrade plans for third-party libraries: a recommender system using migration graphs

inferred← citeshttps://doi.org/10.1007/s10664-021-09963-7openalex-snapshot

Development of recommendation systems for software engineering: the CROSSMINER experience

inferred← citeshttps://doi.org/10.1007/s10664-024-10499-9openalex-snapshot

What causes exceptions in machine learning applications? Mining machine learning-related stack traces on Stack Overflow

inferred← citeshttps://doi.org/10.1007/s11761-024-00386-yopenalex-snapshot

FuEPRe: a fusing embedding method with attention for post recommendation

inferred← citeshttps://doi.org/10.1016/j.eswa.2022.117267openalex-snapshot

DeepLib: Machine translation techniques to recommend upgrades for third-party libraries

inferred← citeshttps://doi.org/10.1016/j.infsof.2022.106922openalex-snapshot

Improving Stack Overflow question title generation with copying enhanced CodeBERT model and bi-modal information

inferred← citeshttps://doi.org/10.1016/j.infsof.2022.107034openalex-snapshot

Help me with this: A categorization of open source software problems

inferred← citeshttps://doi.org/10.1016/j.infsof.2024.107655openalex-snapshot

What are the emotions of developers towards deep learning documentation? — An exploratory study on Stack Overflow posts

inferred← citeshttps://doi.org/10.1016/j.infsof.2025.107969openalex-snapshot

A topic-oriented trend analysis framework for Stack Exchange questions: Case study on ChatGPT related queries on Stack Overflow

inferred← citeshttps://doi.org/10.1016/j.jss.2023.111672openalex-snapshot

Diverse title generation for Stack Overflow posts with multiple-sampling-enhanced transformer

inferred← citeshttps://doi.org/10.1016/j.jss.2024.112296openalex-snapshot

MITU: Locating relevant tutorial fragments of APIs with multi-source API knowledge

inferred← citeshttps://doi.org/10.1016/j.jss.2025.112541openalex-snapshot

LLMs and Stack Overflow discussions: Reliability, impact, and challenges

inferred← citeshttps://doi.org/10.1016/j.jss.2026.112988openalex-snapshot

Stack Overflow is not dead yet: Crowd answers still matter

inferred← citeshttps://doi.org/10.1016/j.scico.2023.102927openalex-snapshot

A lightweight API recommendation method for App development based on multi-objective evolutionary algorithm

inferred← citeshttps://doi.org/10.1016/j.scico.2023.102941openalex-snapshot

A text classification approach to API type resolution for incomplete code snippets

inferred← citeshttps://doi.org/10.1109/icaice51518.2020.00091openalex-snapshot

Predicting Programming Behavior in OSS Communities: A Case Study of NLP-based Approach

inferred← citeshttps://doi.org/10.1109/icse48619.2023.00161openalex-snapshot

Improving API Knowledge Discovery with ML: A Case Study of Comparable API Methods

inferred← citeshttps://doi.org/10.1109/icsme58846.2023.00043openalex-snapshot

Aligning Documentation and Q&A Forum through Constrained Decoding with Weak Supervision

inferred← citeshttps://doi.org/10.1109/icsme64153.2025.00089openalex-snapshot

Detecting Adversarial Prompted AI-Generated Code on Stack Overflow: A Benchmark Dataset and an Enhanced Detection Approach

inferred← citeshttps://doi.org/10.1109/models-c53483.2021.00074openalex-snapshot

A Lightweight Approach for the Automated Classification and Clustering of Metamodels

inferred← citeshttps://doi.org/10.1109/ms.2023.3243858openalex-snapshot

On the Usage of New JavaScript Features Through Transpilers: The Babel Case

inferred← citeshttps://doi.org/10.1109/scam59687.2023.00017openalex-snapshot

CIGAR: Contrastive Learning for GitHub Action Recommendation

inferred← citeshttps://doi.org/10.1109/tcss.2022.3151130openalex-snapshot

Hidden Gold for IT Professionals, Educators, and Students: Insights From Stack Overflow Survey

inferred← citeshttps://doi.org/10.1109/tse.2021.3059907openalex-snapshot

Recommending API Function Calls and Code Snippets to Support Software Development

inferred← citeshttps://doi.org/10.1109/tse.2023.3292399openalex-snapshot

Automated Question Title Reformulation by Mining Modification Logs From Stack Overflow

inferred← citeshttps://doi.org/10.1109/tse.2024.3395519openalex-snapshot

How Do Developers Adapt Code Snippets to Their Contexts? An Empirical Study of Context-Based Code Snippet Adaptations

inferred← citeshttps://doi.org/10.1142/s0218194023500274openalex-snapshot

Understanding the Role of Stack Overflow in Supporting Software Development Tasks: A Research Perspective

inferred← citeshttps://doi.org/10.1145/3417990.3420202openalex-snapshot

Democratizing the development of recommender systems by means of low-code platforms

inferred← citeshttps://doi.org/10.1145/3550356.3552376openalex-snapshot

Automating the design of recommender systems

inferred← citeshttps://doi.org/10.1145/3565799openalex-snapshot

Retrieving API Knowledge from Tutorials and Stack Overflow Based on Natural Language Queries

inferred← citeshttps://doi.org/10.1145/3613372.3613413openalex-snapshot

Assessing the Readability of ChatGPT Code Snippet Recommendations: A Comparative Study

inferred← citeshttps://doi.org/10.1145/3635711openalex-snapshot

Representation Learning for Stack Overflow Posts: How Far Are We?

inferred← citeshttps://doi.org/10.1145/3660811openalex-snapshot

Are Human Rules Necessary? Generating Reusable APIs with CoT Reasoning and In-Context Learning

inferred← citeshttps://doi.org/10.1145/3674805.3686682openalex-snapshot

Good things come in three: Generating SO Post Titles with Pre-Trained Models, Self Improvement and Post Ranking

inferred← citeshttps://doi.org/10.1145/3702979openalex-snapshot

ZS4C: Zero-Shot Synthesis of Compilable Code for Incomplete Code Snippets Using LLMs

inferred← citeshttps://doi.org/10.1145/3731806.3731807openalex-snapshot

Prioritizing Bugs using Stack Overflow Posts

inferred← citeshttps://doi.org/10.1145/3756681.3757002openalex-snapshot

Bridging AI and Human Knowledge: Towards a Deeper Understanding of Stack Overflow and ChatGPT

inferred← citeshttps://doi.org/10.11591/ijeecs.v21.i3.pp1622-1633openalex-snapshot

What network simulator questions do users ask? a large-scale study of stack overflow posts

inferred← citeshttps://doi.org/10.14210/cotb.v13.p037-044openalex-snapshot

What are the Top Used Modules in Python Open-Source Projects?

inferred← citeshttps://doi.org/10.1587/transinf.2021mpp0003openalex-snapshot

An Exploration of npm Package Co-Usage Examples from Stack Overflow: A Case Study

inferred← citeshttps://doi.org/10.1587/transinf.2022mpp0001openalex-snapshot

An Empirical Study of Package Management Issues via Stack Overflow

inferred← citeshttps://doi.org/10.24143/2072-9502-2025-3-102-111openalex-snapshot

Method for classifying software development tools based on Stack Overflow survey data

inferred← citeshttps://doi.org/10.3897/jucs.65096openalex-snapshot

Toward a Knowledge-based Personalised Recommender System for Mobile App Development

inferred← citeshttps://doi.org/10.5753/ise.2023.235840openalex-snapshot

Machine Learning for the Identification and Classification of Technical Debt Types on StackOverflow Discussions

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