祝好, 齐磊, 顾慧琼. Research on intelligent classification of operator customer complaints based on artificial neural network algorithm[J]. 2021, 34(3): 31-35.
祝好, 齐磊, 顾慧琼. Research on intelligent classification of operator customer complaints based on artificial neural network algorithm[J]. 2021, 34(3): 31-35. DOI: 10.13992/j.cnki.tetas.2021.03.008.
Research on intelligent classification of operator customer complaints based on artificial neural network algorithm
摘要
云计算、物联网和5G业务的逐步开展
运营商的竞争态势日益加剧
在服务内容、服务方式、服务质量、经营管理和服务意识方面面临严峻挑战。为提升客户满意度
降低投诉量
本文从运营商客户投诉工单和录音数据入手
利用人工智能、机器学习等手段
开展投诉服务请求的归类分析
进一步通过人工神经网络算法对投诉工单文本进行挖掘和优化
对工单进行智能分类
全面构建"精准化管理"
推进服务体系的"智慧运营"。
Abstract
With the gradual development of cloud computing
internet of things and 5 G services
operators are increasingly competitive
facing severe challenges in service content
service methods
service quality
operation management and service awareness.In order to improve customer satisfaction and reduce the number of complaints
this article starts with operator customer complaint work orders and recording data
uses artificial intelligence
machine learning and other means to carry out classification analysis of complaint service requests
and further analyzes complaints through artificial neural network algorithms.Mining and optimization of single text
intelligent classification of work orders
comprehensive construction of "precise management"
and promotion of "intelligent operation" of the service system.