Výsledky vyhledávání - API usage pattern mining

Accelerating API-Based Program Synthesis via API Usage Pattern Mining Autor Liu, Binbin, Dong, Wei, Zhang, Yinzhu

“… In certain scenarios, some API methods are frequently called together. The usage of these API methods always follows some usage patterns…”
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FOCUS: A Recommender System for Mining API Function Calls and Usage Patterns Autor Nguyen, Phuong T., Di Rocco, Juri, Di Ruscio, Davide, Ochoa, Lina, Degueule, Thomas, Di Penta, Massimiliano

“… We present a new tool, FOCUS, which mines open-source project repositories to recommend API method invocations and usage patterns by analyzing how APIs are used in projects similar to the current project…”
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Mining usage patterns for the Android API Autor Borges, Hudson S., Valente, Marco Tulio

“… As part of our findings, we report that the Android API has many undocumented and non-trivial usage patterns, which can be inferred using association rule mining algorithms…”
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Mining Complex Temporal API Usage Patterns: An Evolutionary Approach Autor Huppe, Samuel, Saied, Mohamed Aymen, Sahraoui, Houari

“… Much existing work has provided different techniques to mine API usage patterns from client programs inorder to help developers on understanding and using existinglibraries…”
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API usage pattern recommendation for software development Autor Niu, Haoran, Keivanloo, Iman, Zou, Ying

“…•We propose an approach to improve the mining of less frequent API usage patterns…”
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Mining usage patterns for the Android API Autor Borges, Hudson S, Valente, Marco Tulio

“… As part of our findings, we report that the Android API has many undocumented and non-trivial usage patterns, which can be inferred using association rule mining algorithms…”
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A cooperative approach for combining client-based and library-based API usage pattern mining Autor Saied, Mohamed Aymen, Sahraoui, Houari

“… other. Much existing work has provided different techniques to mine API usage patterns based on client programs in order to help developers understanding and using existing libraries…”
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Mining Multi-level API Usage Patterns Autor Saied, Mohamed Aymen, Benomar, Omar, Abdeen, Hani, Sahraoui, Houari

“… Despite this, co-usage relationships between API methods are often not documented. We propose a technique for mining Multi-Level API Usage Patterns (MLUP…”
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Mining succinct and high-coverage API usage patterns from source code Autor Jue Wang, Yingnong Dang, Hongyu Zhang, Kai Chen, Tao Xie, Dongmei Zhang

“…During software development, a developer often needs to discover specific usage patterns of Application Programming Interface (API) methods…”
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Are code examples on an online Q&A forum reliable?: a study of API misuse on stack overflow Autor Zhang, Tianyi, Upadhyaya, Ganesha, Reinhardt, Anastasia, Rajan, Hridesh, Kim, Miryung

“… To reduce manual assessment effort, we design ExampleCheck, an API usage mining framework that extracts patterns from over 380K Java repositories on GitHub and subsequently reports potential API…”
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Mining API Constraints from Library and Client to Detect API Misuses Autor Zeng, Hushuang, Chen, Jingxin, Shen, Beijun, Zhong, Hao

“… However, as client code only illustrates a small portion of API usages, constraints mined from client code are typically incomplete…”
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Temporal analysis of API usage concepts Autor Uddin, G., Dagenais, B., Robillard, M. P.

“… We propose Temporal API Usage Pattern Mining to detect API usage patterns in terms of their time of introduction into client programs…”
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WIPO PUBLISHES PATENT OF MICROSOFT FOR "API USAGE PATTERN MINING" (AMERICAN INVENTORS)

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Identifying change patterns of API misuses from code changes Autor Liu, Wenjian, Chen, Bihuan, Peng, Xin, Sun, Qinghao, Zhao, Wenyun

“… Hence, various API mining techniques have been introduced to mine API usage patterns about the co-occurring of API calls or pre-conditions of API calls…”
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API Usage Recommendation Via Multi-View Heterogeneous Graph Representation Learning Autor Chen, Yujia, Gao, Cuiyun, Ren, Xiaoxue, Peng, Yun, Xia, Xin, Lyu, Michael R.

“… Previous studies adopt statistical models or collaborative filtering methods to mine the implicit API usage patterns for recommendation…”
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MACs: Mining API code snippets for code reuse Autor Hsu, Sheng-Kuei, Lin, Shi-Jen

“… We apply data mining to source code projects to guide developers through related API usage patterns…”
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FACER: An API usage-based code-example recommender for opportunistic reuse Autor Abid, Shamsa, Shamail, Shafay, Basit, Hamid Abdul, Nadi, Sarah

“…’ textual information, call graphs, and Application Programming Interface (API) usages…”
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API usage templates via structural generalization Autor Mahmoud, May, Walker, Robert J., Denzinger, Jörg

“…APIs matter in software development, but determining how to use them can be challenging. Developers often refer to a small set of API usage examples, analysing the information there to understand and adapt them to their own context…”
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Exposing Library API Misuses Via Mutation Analysis Autor Wen, Ming, Liu, Yepang, Wu, Rongxin, Xie, Xuan, Cheung, Shing-Chi, Su, Zhendong

“… Various static analysis tools have been proposed to detect library API misuses. They often involve mining frequent patterns from a large number of correct API usage examples, which can be hard to obtain in practice…”
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Detecting API usage obstacles: A study of iOS and Android developer questions Autor Wei Wang, Godfrey, Michael W.

“… Previous research addresses this line of questions by mining API usage patterns to induce API usage templates, by conducting and compiling interviews of developers, and by inferring correlations among APIs…”
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