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With the ever-increasing popularity of Service-oriented Architecture (SoA) and Internet of Things (IoT), a considerable number of enterprises or organizations are attempting to encapsulate their provided complex business services into…

Social and Information Networks · Computer Science 2021-08-13 Wenwen Gong , Huiping Wu , Xiaokang Wang , Xuyun Zhang , Yawei Wang , Yifei Chen , Mohammad R. Khosravi

Application programming interfaces (APIs) offer a plethora of functionalities for developers to reuse without reinventing the wheel. Identifying the appropriate APIs given a project requirement is critical for the success of a project, as…

Information Retrieval · Computer Science 2018-03-02 Ferdian Thung , Richard J. Oentaryo , David Lo , Yuan Tian

Application Programming Interfaces (APIs) are designed to help developers build software more effectively. Recommending the right APIs for specific tasks has gained increasing attention among researchers and developers in recent years. To…

Information Retrieval · Computer Science 2024-01-30 Moshi Wei , Nima Shiri Harzevili , Alvine Boaye Belle , Junjie Wang , Lin Shi , Jinqiu Yang , Song Wang , Ming Zhen , Jiang

Web APIs provide a systematic and extensible approach for application-to-application interaction. A large number of mobile applications makes use of web APIs to integrate services into apps. Each Web API's evolution pace is determined by…

Software Engineering · Computer Science 2014-07-17 Tiago Espinha , Andy Zaidman , Hans-Gerhard Gross

Web programmers are often faced with several challenges in the development process of modern, rich internet applications. Technologies for the different tiers of the application have to be selected: a server-side language, a combination of…

Programming Languages · Computer Science 2017-12-05 Laure Philips , Joeri De Koster , Wolfgang De Meuter , Coen De Roover

Application Programming Interfaces (APIs), which encapsulate the implementation of specific functions as interfaces, greatly improve the efficiency of modern software development. As numbers of APIs spring up nowadays, developers can hardly…

Software Engineering · Computer Science 2021-12-24 Yun Peng , Shuqing Li , Wenwei Gu , Yichen Li , Wenxuan Wang , Cuiyun Gao , Michael Lyu

There are roughly three stages in real industrial recommendation systems, candidates generation (retrieval), ranking and reranking. Individual-level diversity and system-level diversity are both important for industrial recommender systems.…

Machine Learning · Computer Science 2023-06-02 Shuai Yang , Lixin Zhang , Feng Xia , Leyu Lin

Accessibility for the physically disabled is a prevalent issue on university campuses, where stairs and steep slopes make navigating campus arduous. Our work proposes a pipeline to model a college campus as a network by combining Strava and…

Physics and Society · Physics 2026-01-22 Marc Walden , Jason Liu , Ryan Liu , Hamza Khan

With the growing popularity of microservices, many companies are encapsulating their business processes as Web APIs for remote invocation. These lightweight Web APIs offer mashup developers an efficient way to achieve complex…

Software Engineering · Computer Science 2024-09-04 Ying Sun , Xiao Wang , Hanchuan Xu , Zhongjie Wang

The development of web applications that manipulate geo-referenced information is often supported by Application Programming Interfaces (APIs), al-lowing a fast development cycle for high quality applications. APIs can be used by…

Software Engineering · Computer Science 2013-05-16 Ana Isabel Fernandes , Miguel Goulão , Armanda Rodrigues

Fragmentation is a serious problem in the Android ecosystem. This problem is mainly caused by the fast evolution of the system itself and the various customizations independently maintained by different smartphone manufacturers. Many…

Software Engineering · Computer Science 2022-06-01 Pei Liu , Yanjie Zhao , Haipeng Cai , Mattia Fazzini , John Grundy , Li Li

As the last stage of a typical \textit{recommendation system}, \textit{collective recommendation} aims to give the final touches to the recommended items and their layout so as to optimize overall objectives such as diversity and whole-page…

Information Retrieval · Computer Science 2024-11-04 Shuai Xiao , Zaifan Jiang

Link recommendation, which recommends links to connect unlinked online social network users, is a fundamental social network analytics problem with ample business implications. Existing link recommendation methods tend to recommend similar…

Machine Learning · Computer Science 2022-10-19 Kexin Yin , Xiao Fang , Bintong Chen , Olivia Sheng

Developers often need to decide which APIs to use for the functions being implemented. With the ever-growing number of APIs and libraries, it becomes increasingly difficult for developers to find appropriate APIs, indicating the necessity…

Software Engineering · Computer Science 2022-08-04 Yujia Chen , Xiaoxue Ren , Cuiyun Gao , Yun Peng , Xin Xia , Michael R. Lyu

Graphic designers explore large stock image collections during open-ended or early-stage design tasks, yet common tools emphasize relevance and similarity, limiting designers' ability to overview the design space or discover visual…

Human-Computer Interaction · Computer Science 2026-03-10 Antonio Tejero-de-Pablos , Sichao Song , Naoto Ohsaka , Mayu Otani , Shin'ichi Satoh

It has become increasingly clear that recommender systems that overly focus on short-term engagement prevents users from exploring diverse interests, ultimately hurting long-term user experience. To tackle this challenge, numerous…

Information Retrieval · Computer Science 2025-01-13 Yuyan Wang , Cheenar Banerjee , Samer Chucri , Fabio Soldo , Sriraj Badam , Ed H. Chi , Minmin Chen

When designing a new API for a large project, developers need to make smart design choices so that their code base can grow sustainably. To ensure that new API components are well designed, developers can learn from existing API components.…

Software Engineering · Computer Science 2023-07-20 Sae Young Moon , Gregor Kerr , Fran Silavong , Sean Moran

As software systems grow in scale, developers face increasing difficulty in selecting appropriate Application Programming Interfaces (APIs) from numerous options. Efficiently identifying APIs that satisfy functional requirements has become…

Software Engineering · Computer Science 2026-05-04 Shenglong Wu , Xunhui Zhang , Tao Wang

Users prefer diverse recommendations over homogeneous ones. However, most previous work on Sequential Recommenders does not consider diversity, and strives for maximum accuracy, resulting in homogeneous recommendations. In this paper, we…

Information Retrieval · Computer Science 2020-08-04 Anton Steenvoorden , Emanuele Di Gloria , Wanyu Chen , Pengjie Ren , Maarten de Rijke

Dense subgraph discovery methods are routinely used in a variety of applications including the identification of a team of skilled individuals for collaboration from a social network. However, when the network's node set is associated with…

Social and Information Networks · Computer Science 2023-06-06 Atsushi Miyauchi , Tianyi Chen , Konstantinos Sotiropoulos , Charalampos E. Tsourakakis
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