推荐系统软件生态系统平台

André Abdalla, Victor Ströele, Fernanda Campos, J. M. David, Regina M. M. Braga
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引用次数: 2

摘要

需要在许多不同的应用程序域中推荐资源,并开发专注于推荐系统(RS)组件重用的解决方案,这为采用软件生态系统(SECO)的观点创造了一个有趣的场景。这样,本研究要解决的问题就是如何将现有推荐系统的各种方法进行系统化、集中化的整合。本文提出了基于可重用的RS生态系统平台R.ECOS,并通过实例进行了提案评价。结果指出了解决方案的可行性,以及平台组件。主要贡献是实施了支持拟议的SECO的平台。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Software Ecosystem Platform for Recommendation Systems
The need to recommend resources in many different application domains and to develop solutions focused on recommender systems (RS) components reuse create an interesting scenario for the adoption of Software Ecosystem (SECO) perspective. In this way, the problem addressed by this study is how to integrate the various methods of existing recommendation systems in a systematic and centralized way. This paper proposes R.ECOS, a reuse-based ecosystem platform for RS. The proposal evaluation was carried out through a case study. The results point to the solution feasibility, along with the platform components. The main contribution is the implementation of the platform that supports the proposed SECO.
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