论文标题

农业综合企业的社交网络中的数据分析 - 系统的映射研究

Data Analysis in Social Networks for Agribusiness -- A Systematic Mapping Study

论文作者

Soares, Nedson, Braga, Regina, David, Jose Maria, Siqueira, Kennya, Stroele, Victor

论文摘要

公司对市场施加的变化做出反应的能力与信息获取和知识的产生有关。大数据技术,众包和在线社交网络(OSN)用于知识生成。这些技术在农业综合企业中处于重要状态。这项工作调查了社交网络分析如何促进农业综合企业,以为未来的应用和评估提供基础。我们采用了混合系统映射进行调查。发现并分类了23个提议农业综合企业解决方案的作品。结果显示了最常用的技术,OSN,并揭示了该领域的研究数量增加。获得的信息指示社交媒体监控如何补充有关农业系统管理和调节决策的传统方法。但是,农业综合企业仍然缺乏使用社交网络的数据分析工具的更多研究。根据我们的结果,我们讨论了一些挑战和研究方向。

The ability of companies to react to changes imposed by the market is related to information acquisition and knowledge generation. Big data technologies, crowdsourcing, and Online Social Network (OSN) are used for knowledge generation. These technologies assumed a significant position in agribusiness. This work investigates how social network analysis can promote agribusiness to provide a basis for future applications and evaluations. We adopted a hybrid systematic mapping to conduct the investigation. Two hundred twenty-three works that propose solutions for agribusiness were found and categorized. Results showed the most used techniques, OSNs, and revealed an increase in the number of studies in this area. The information obtained indicates how social media monitoring can complement traditional methods for decision-making on the management and regulation of agricultural systems. However, agribusiness still lacks more studies using data analysis tools on social networks. Based on our results, we discuss some challenges and research directions.

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