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How Well Do Search Engines Support Code Retrieval on the Web?

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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/(sici)1097-4571(199607)47:7<493::aid-asi3>3.3.co;2-yopenalex-snapshot
Why are online catalogs still hard to use?
inferredcites →https://doi.org/10.1002/asi.v57:7openalex-snapshot
inferredcites →https://doi.org/10.1002/asi.v58:13openalex-snapshot
inferredcites →https://doi.org/10.1007/3540543961_21openalex-snapshot
Implementing regular tree expressions
inferredcites →https://doi.org/10.1007/978-0-387-09684-1_16openalex-snapshot
The Total Growth of Open Source
inferredcites →https://doi.org/10.1007/978-0-387-77282-0_6openalex-snapshot
Qualitative Data Analysis
inferredcites →https://doi.org/10.1007/978-1-4614-6596-6_3openalex-snapshot
Archetypal Internet-Scale Source Code Searching
inferredcites →https://doi.org/10.1007/978-3-540-68073-4_35openalex-snapshot
Lightweight, Semi-automated Enactment of Pragmatic-Reuse Plans
inferredcites →https://doi.org/10.1016/j.infsof.2007.02.015openalex-snapshot
A systematic review of effect size in software engineering experiments
inferredcites →https://doi.org/10.1017/cbo9780511809071openalex-snapshot
Introduction to Information Retrieval
inferredcites →https://doi.org/10.1023/a:1018964121953openalex-snapshot
A survey of software reuse libraries
inferredcites →https://doi.org/10.1109/2.910904openalex-snapshot
Weaving together requirements and architectures
inferredcites →https://doi.org/10.1109/32.295894openalex-snapshot
A framework for source code search using program patterns
inferredcites →https://doi.org/10.1109/32.48940openalex-snapshot
The C information abstraction system
inferredcites →https://doi.org/10.1109/icse.2007.83openalex-snapshot
Supporting the Investigation and Planning of Pragmatic Reuse Tasks
inferredcites →https://doi.org/10.1109/mc.1987.1663532openalex-snapshot
No Silver Bullet Essence and Accidents of Software Engineering
inferredcites →https://doi.org/10.1109/ms.2004.1259204openalex-snapshot
How is open source affecting software development?
inferredcites →https://doi.org/10.1109/ms.2004.1259211openalex-snapshot
Mission-critical development with open source software: lessons learned
inferredcites →https://doi.org/10.1109/ms.2004.1320860openalex-snapshot
Table of Contents
inferredcites →https://doi.org/10.1109/ms.2008.110openalex-snapshot
Code Conjurer: Pulling Reusable Software out of Thin Air
inferredcites →https://doi.org/10.1109/msr.2007.9openalex-snapshot
Finding Relevant Applications for Prototyping
inferredcites →https://doi.org/10.1109/tse.2005.72openalex-snapshot
Mining version histories to guide software changes
inferredcites →https://doi.org/10.1109/tse.2005.85openalex-snapshot
Software reuse research: status and future
inferredcites →https://doi.org/10.1109/wcre.1999.806966openalex-snapshot
QBO: a query tool specially developed to explore programs
inferredcites →https://doi.org/10.1109/wcre.2004.10openalex-snapshot
An information retrieval approach to concept location in source code
inferredcites →https://doi.org/10.1109/wpc.1998.693351openalex-snapshot
Archetypal source code searches: a survey of software developers and maintainers
inferredcites →https://doi.org/10.1145/103167.103176openalex-snapshot
Implementing faceted classification for software reuse
inferredcites →https://doi.org/10.1145/1062455.1062491openalex-snapshot
Using structural context to recommend source code examples
inferredcites →https://doi.org/10.1145/1064978.1065018openalex-snapshot
Jungloid mining
inferredcites →https://doi.org/10.1145/1065010.1065018openalex-snapshot
Jungloid mining
inferredcites →https://doi.org/10.1145/1081706.1081744openalex-snapshot
Strathcona example recommendation tool
inferredcites →https://doi.org/10.1145/1094811.1094819openalex-snapshot
Micro patterns in Java code
inferredcites →https://doi.org/10.1145/1134285.1134288openalex-snapshot
A view of 20th and 21st century software engineering
inferredcites →https://doi.org/10.1145/1167473.1167508openalex-snapshot
XSnippet
inferredcites →https://doi.org/10.1145/1294211.1294216openalex-snapshot
Assieme
inferredcites →https://doi.org/10.1145/1297846.1297944openalex-snapshot
CodeGenie:
inferredcites →https://doi.org/10.1145/1321631.1321663openalex-snapshot
Parseweb
inferredcites →https://doi.org/10.1145/1370750.1370771openalex-snapshot
AMAP
inferredcites →https://doi.org/10.1145/234426.234441openalex-snapshot
Lightweight lexical source model extraction
inferredcites →https://doi.org/10.1145/261640.261641openalex-snapshot
Specification matching of software components
inferredcites →https://doi.org/10.1145/363347.363387openalex-snapshot
Programming Techniques: Regular expression search algorithm
inferredcites →https://doi.org/10.1145/390010.808258openalex-snapshot
Implementing relational views of programs
inferredcites →https://doi.org/10.1145/581339.581402openalex-snapshot
Supporting reuse by delivering task-relevant and personalized information
inferredcites →https://doi.org/10.1145/859670.859678openalex-snapshot
Software reuse strategies and component markets
inferredcites →https://doi.org/10.1177/001872676501800407openalex-snapshot
The Volunteer Subject
inferredcites →https://doi.org/10.1184/r1/6626345openalex-snapshot
Ultra-Large-Scale Systems: The Software Challenge of the Future
inferredcites →https://doi.org/10.1515/9781400830329openalex-snapshot
Google's PageRank and Beyond
inferredcites →https://doi.org/10.2307/2074814openalex-snapshot
Basics of Qualitative Research: Grounded Theory Procedures and Techniques.
inferredcites →https://doi.org/10.2307/2290095openalex-snapshot
Statistical Power Analysis for the Behavioral Sciences (2nd ed.).
inferredcites →https://doi.org/10.3758/bf03193146openalex-snapshot
G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences
inferredcites →https://doi.org/10.4324/9780203771587openalex-snapshot
Statistical Power Analysis for the Behavioral Sciences
inferredcites →https://doi.org/10.5860/choice.46-2715openalex-snapshot
Introduction to information retrieval

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.4633780openalex-extracted
The Influence of Search Engine Ranking Quality on the Performance of Developers
inferred← citeshttps://doi.org/10.1002/smr.1800openalex-snapshot
Searching crowd knowledge to recommend solutions for API usage tasks
inferred← citeshttps://doi.org/10.1002/spe.2906openalex-snapshot
APISonar: Mining API usage examples
inferred← citeshttps://doi.org/10.1007/978-1-4614-6596-6_13openalex-snapshot
Software Problems That Motivate Web Searches
inferred← citeshttps://doi.org/10.1007/978-1-4614-6596-6_4openalex-snapshot
A Controlled Experiment on the Process Used by Developers During Internet-Scale Code Search
inferred← citeshttps://doi.org/10.1007/978-3-030-22888-0_11openalex-snapshot
Slicing Based Code Recommendation for Type Based Instance Retrieval
inferred← citeshttps://doi.org/10.1007/978-3-031-89813-6_6openalex-snapshot
Enhancing Code Search Through Query Expansion: A Fusion of LSTM with GloVe and BERT Model (CSQE)
inferred← citeshttps://doi.org/10.1007/s10664-012-9230-zopenalex-snapshot
On using machine learning to automatically classify software applications into domain categories
inferred← citeshttps://doi.org/10.1007/s10664-015-9397-1openalex-snapshot
Prompter
inferred← citeshttps://doi.org/10.1007/s10664-017-9514-4openalex-snapshot
What do developers search for on the web?
inferred← citeshttps://doi.org/10.1007/s10664-018-9672-zopenalex-snapshot
Using bug descriptions to reformulate queries during text-retrieval-based bug localization
inferred← citeshttps://doi.org/10.1007/s10664-019-09697-7openalex-snapshot
Siamese: scalable and incremental code clone search via multiple code representations
inferred← citeshttps://doi.org/10.1007/s10664-023-10304-zopenalex-snapshot
An empirical study on API usages from code search engine and local library
inferred← citeshttps://doi.org/10.1016/j.infsof.2022.107021openalex-snapshot
Using clarification questions to improve software developers’ Web search
inferred← citeshttps://doi.org/10.1016/j.jss.2015.04.081openalex-snapshot
Code search with input/output queries: Generalizing, ranking, and assessment
inferred← citeshttps://doi.org/10.1016/j.jss.2016.11.034openalex-snapshot
A search engine for finding and reusing architecturally significant code
inferred← citeshttps://doi.org/10.1016/j.jss.2018.03.047openalex-snapshot
Software search is not a science, even among scientists: A survey of how scientists and engineers find software
inferred← citeshttps://doi.org/10.1016/j.jss.2020.110568openalex-snapshot
Enhancing example-based code search with functional semantics
inferred← citeshttps://doi.org/10.1016/j.jss.2021.110971openalex-snapshot
Characterizing top ranked code examples in Google
inferred← citeshttps://doi.org/10.1016/j.lisr.2015.04.007openalex-snapshot
Mobile wellness application-seeking behavior by college students—An exploratory study
inferred← citeshttps://doi.org/10.1049/sfw2.12127openalex-snapshot
Mining relevant solutions for programming tasks from search engine results
inferred← citeshttps://doi.org/10.1109/apsec.2012.122openalex-snapshot
An Exploratory Study of API Usage Examples on the Web
inferred← citeshttps://doi.org/10.1109/ase.2015.68openalex-snapshot
Automatically Generating Test Templates from Test Names (N)
inferred← citeshttps://doi.org/10.1109/commantel.2013.6482380openalex-snapshot
API specification-based function search engine using natural language query
inferred← citeshttps://doi.org/10.1109/csmr.2013.16openalex-snapshot
Leveraging Crowd Knowledge for Software Comprehension and Development
inferred← citeshttps://doi.org/10.1109/icpc.2019.00039openalex-snapshot
Exploring Tools and Strategies Used During Regular Expression Composition Tasks
inferred← citeshttps://doi.org/10.1109/icsa53651.2022.00014openalex-snapshot
How Do Developers Search for Architectural Information? An Industrial Survey
inferred← citeshttps://doi.org/10.1109/icse-c.2017.11openalex-snapshot
RACK: Code Search in the IDE Using Crowdsourced Knowledge
inferred← citeshttps://doi.org/10.1109/icse-seet.2019.00026openalex-snapshot
A Survey on Online Learning Preferences for Computer Science and Programming
inferred← citeshttps://doi.org/10.1109/icse.2012.6227034openalex-snapshot
Finding suitable programs: Semantic search with incomplete and lightweight specifications
inferred← citeshttps://doi.org/10.1109/icse.2013.6606733openalex-snapshot
SNIPR: Complementing code search with code retargeting capabilities
inferred← citeshttps://doi.org/10.1109/icse.2017.17openalex-snapshot
Supporting Software Developers with a Holistic Recommender System
inferred← citeshttps://doi.org/10.1109/msr.2015.46openalex-snapshot
An Enhanced Graph-Based Infrastructure for Software Search Engines
inferred← citeshttps://doi.org/10.1109/msr52588.2021.00044openalex-snapshot
Googling for Software Development: What Developers Search For and What They Find
inferred← citeshttps://doi.org/10.1109/saner48275.2020.9054840openalex-snapshot
Are the Code Snippets What We Are Searching for? A Benchmark and an Empirical Study on Code Search with Natural-Language Queries
inferred← citeshttps://doi.org/10.1109/scam.2018.00018openalex-snapshot
[Research Paper] Semantics-Based Code Search Using Input/Output Examples
inferred← citeshttps://doi.org/10.1109/scam.2019.00022openalex-snapshot
Toward Optimal Selection of Information Retrieval Models for Software Engineering Tasks
inferred← citeshttps://doi.org/10.1109/tase49443.2020.00032openalex-snapshot
Metamorphic Testing of Code Search Engines
inferred← citeshttps://doi.org/10.1109/tse.2011.84openalex-snapshot
Exemplar: A Source Code Search Engine for Finding Highly Relevant Applications
inferred← citeshttps://doi.org/10.1109/tse.2020.3016006openalex-snapshot
Chatbot4QR: Interactive Query Refinement for Technical Question Retrieval
inferred← citeshttps://doi.org/10.1109/tse.2022.3220236openalex-snapshot
Perceptions on the Utility of Community Question and Answer Websites Like Stack Overflow to Software Developers
inferred← citeshttps://doi.org/10.1109/tse.2024.3524461openalex-snapshot
Understanding the Robustness of Transformer-Based Code Intelligence via Code Transformation: Challenges and Opportunities
inferred← citeshttps://doi.org/10.1109/tse.2025.3631886openalex-snapshot
CoSQA + : Enhancing Code Search Evaluation With a Multi-Choice Benchmark and Test-Driven Agents
inferred← citeshttps://doi.org/10.1109/vlhcc.2019.8818941openalex-snapshot
Designing a Support Tool for API Debugging
inferred← citeshttps://doi.org/10.1145/1880071.1880102openalex-snapshot
Searching for reputable source code on the web
inferred← citeshttps://doi.org/10.1145/1985429.1985438openalex-snapshot
What do developers search for in source code and why
inferred← citeshttps://doi.org/10.1145/1985429.1985440openalex-snapshot
What kinds of development problems can be solved by searching the web?
inferred← citeshttps://doi.org/10.1145/2145204.2145407openalex-snapshot
Software reuse through methodical component reuse and amethodical snippet remixing
inferred← citeshttps://doi.org/10.1145/2220352.2220354openalex-snapshot
Minersoft
inferred← citeshttps://doi.org/10.1145/2393596.2393625openalex-snapshot
Toward semantic search via SMT solver
inferred← citeshttps://doi.org/10.1145/2522920.2522930openalex-snapshot
Portfolio
inferred← citeshttps://doi.org/10.1145/2581377openalex-snapshot
Solving the Search for Source Code
inferred← citeshttps://doi.org/10.1145/2597073.2597077openalex-snapshot
Mining StackOverflow to turn the IDE into a self-confident programming prompter
inferred← citeshttps://doi.org/10.1145/2786805.2786855openalex-snapshot
How developers search for code: a case study
inferred← citeshttps://doi.org/10.1145/2897586.2897614openalex-snapshot
Web search behaviors for software development
inferred← citeshttps://doi.org/10.1145/2931037.2931058openalex-snapshot
CSNIPPEX: automated synthesis of compilable code snippets from Q&A sites
inferred← citeshttps://doi.org/10.1145/3106237.3106293openalex-snapshot
Understanding the impact of support for iteration on code search
inferred← citeshttps://doi.org/10.1145/3173574.3174154openalex-snapshot
Visualizing API Usage Examples at Scale
inferred← citeshttps://doi.org/10.1145/3196398.3196425openalex-snapshot
Evaluating how developers use general-purpose web-search for code retrieval
inferred← citeshttps://doi.org/10.1145/3313831.3376382openalex-snapshot
Enabling Data-Driven API Design with Community Usage Data
inferred← citeshttps://doi.org/10.1145/3341105.3374055openalex-snapshot
Towards summarizing program statements in source code search
inferred← citeshttps://doi.org/10.1145/3368089.3417052openalex-snapshot
Exempla gratis (E.G.): code examples for free
inferred← citeshttps://doi.org/10.1145/3382494.3410692openalex-snapshot
An Empirical Study of Software Exceptions in the Field using Search Logs
inferred← citeshttps://doi.org/10.1145/3387904.3389274openalex-snapshot
How Graduate Computing Students Search When Using an Unfamiliar Programming Language
inferred← citeshttps://doi.org/10.1145/3411764.3445048openalex-snapshot
NBSearch: Semantic Search and Visual Exploration of Computational Notebooks
inferred← citeshttps://doi.org/10.1145/3411764.3445654openalex-snapshot
Visualizing Examples of Deep Neural Networks at Scale
inferred← citeshttps://doi.org/10.1145/3460120.3484763openalex-snapshot
The Effect of Google Search on Software Security: Unobtrusive Security Interventions via Content Re-ranking
inferred← citeshttps://doi.org/10.1145/3465403openalex-snapshot
CodeMatcher: Searching Code Based on Sequential Semantics of Important Query Words
inferred← citeshttps://doi.org/10.1145/3468264.3468538openalex-snapshot
Cross-language code search using static and dynamic analyses
inferred← citeshttps://doi.org/10.1145/3480027openalex-snapshot
Opportunities and Challenges in Code Search Tools
inferred← citeshttps://doi.org/10.1145/3526113.3545647openalex-snapshot
Concept-Annotated Examples for Library Comparison
inferred← citeshttps://doi.org/10.1145/3545995openalex-snapshot
EDAssistant: Supporting Exploratory Data Analysis in Computational Notebooks with In Situ Code Search and Recommendation
inferred← citeshttps://doi.org/10.1145/3565971openalex-snapshot
Code Search: A Survey of Techniques for Finding Code
inferred← citeshttps://doi.org/10.1145/3597206openalex-snapshot
Semantic-Enriched Code Knowledge Graph to Reveal Unknowns in Smart Contract Code Reuse
inferred← citeshttps://doi.org/10.1145/3604905openalex-snapshot
Big Code Search: A Bibliography
inferred← citeshttps://doi.org/10.1145/3663529.3663848openalex-snapshot
An Empirical Study of Code Search in Intelligent Coding Assistant: Perceptions, Expectations, and Directions
inferred← citeshttps://doi.org/10.1145/3715003openalex-snapshot
The Future of AI-Driven Software Engineering
inferred← citeshttps://doi.org/10.14393/ufu.te.2022.565openalex-snapshot
Mineração de soluções relevantes para tarefas de programação a partir de resultados de mecanismos de busca
inferred← citeshttps://doi.org/10.1587/transinf.2021mpl0004openalex-snapshot
Analyzing Web Search Strategy of Software Developers to Modify Source Codes
inferred← citeshttps://doi.org/10.1587/transinf.e97.d.1109openalex-snapshot
Test Scenario Generation for Web Application Based on Past Test Artifacts
inferred← citeshttps://doi.org/10.18653/v1/2021.findings-emnlp.232openalex-snapshot
Retrieval Augmented Code Generation and Summarization
inferred← citeshttps://doi.org/10.20868/upm.thesis.64069openalex-snapshot
Proceso para la agregación de familias de experimentos en Ingeniería del Software
inferred← citeshttps://doi.org/10.21203/rs.3.rs-2617383/v1openalex-snapshot
Efficient Deep Learning based Code Retrieval using Unified Graph Structure and Semantic Graph Matching Encoder
inferred← citeshttps://doi.org/10.21220/s2-2vag-by15openalex-snapshot
Searching, Selecting, And Synthesizing Source Code Components
inferred← citeshttps://doi.org/10.21236/ada578103openalex-snapshot
Solving Semantic Searches for Source Code
inferred← citeshttps://doi.org/10.2991/icsem.2013.137openalex-snapshot
Personalized Search Ranking Based on Semantic Tag
inferred← citeshttps://doi.org/10.3389/feduc.2022.908712openalex-snapshot
Web search of software developers—Characteristics and tips
inferred← citeshttps://doi.org/10.3390/systems8030028openalex-snapshot
Trust Perceptions of Metadata in Open-Source Software: The Role of Performance and Reputation
inferred← citeshttps://doi.org/10.4018/ijsi.2021010106openalex-snapshot
A Survey and Taxonomy of Intent-Based Code Search
inferred← citeshttps://doi.org/10.4028/www.scientific.net/amr.765-767.1581openalex-snapshot
Personalized Search Ranking Based on Semantic Tag
inferred← citeshttps://doi.org/10.48550/arxiv.1808.02911openalex-snapshot
A Case Study on the Impact of Similarity Measure on Information Retrieval based Software Engineering Tasks
inferred← citeshttps://doi.org/10.54172/mjsc.v36i2.66openalex-snapshot
تأثير استخلاص الشفرة البرمجية من الإنترنت على مهارات وطرق وسلوك المبرمج
inferred← citeshttps://doi.org/10.5555/2337223.2337323openalex-snapshot
Recommending source code for use in rapid software prototypes
inferred← citeshttps://doi.org/10.5555/2337223.2337487openalex-snapshot
Finding suitable programs: semantic search with incomplete and lightweight specifications
inferred← citeshttps://doi.org/10.5555/2486788.2487023openalex-snapshot
SNIPR: complementing code search with code retargeting capabilities
inferred← citeshttps://doi.org/10.5555/2820518.2820568openalex-snapshot
An enhanced graph-based infrastructure for software search engines
inferred← citeshttps://doi.org/10.5753/jserd.2025.4494openalex-snapshot
The Influence of Search Engine Ranking Quality on the Performance of Programmers
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