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Development of a sensor for the extraction and analysis of undirected complaints in online-fora

Development of a sensor for the extraction and analysis of undirected complaints in online-fora
开发用于提取和分析在线论坛中无针对性投诉的传感器
批准号:
280368616
负责人:
Professor Dr.-Ing. Robert Schmitt
金额:
$0.0万
依托单位国家:
德国
项目类别:
Research Grants
财政年份:
2015
资助国家:
德国
项目状态:
已结题
起止时间:
2014-12-31 至 2017-12-31

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中文摘要
翻译
客户的投诉不是主动针对公司的,而是平均从较近的个人环境中传达给其他十个人(非定向投诉)。基于互联网的交流平台迅速增加了这种影响。尤其是在线论坛被不满意的客户用来宣传他们的投诉和引发讨论。目前研究方案的主要目标是开发一种传感器,以提取和分析来自在线论坛的非直接投诉。该传感器将被设计为检测不是直接针对公司但发布在在线论坛上的投诉,并评估其原因。提取非直接投诉为公司提供了意识到客户对市场上可用产品的负面看法的可能性。根据以下分析,该公司有可能找出客户不满的原因。未来对产品和服务的调整现在可以根据间接表达的需求进行。
英文摘要
Complaints by customers, which are not proactively directed towards the company, are in average communicated to ten other people from the closer, personal environment (undirected complaints). Internet-based communication platforms increase this effect rapidly. Especially online fora are used by unsatisfied customers to promote their complaints and induce discussions. The main objective of the presented research program is the development of a sensor to extract and analyse undirected complaints from online fora. This sensor will be designed to detect complaints which are not directly addressed to a company but published in an online forum and evaluate their cause. The extraction of undirected complaints offers companies the possibility to become aware of the customers negative perception of products available on the market. Sataring from the following analysis it is possible for the company to identify the reasons for customers discontentment. Future adjustments to products and services can now be developed based on indirectly expressed demands.
期刊论文(1)
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会议论文
Customer language processing: Extended abstract
客户语言处理:扩展摘要
DOI: 10.1109/smap.2017.8022663
发表时间: 2017
期刊: 2017 12th International Workshop on Semantic and Social Media Adaptation and Personalization (SMAP)
影响因子: --
作者: [Metzmacher, Heinrichs, Schmitt]
通讯作者: Schmitt
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