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Understanding and keeping the customer happy is a central tenet of requirements engineering. Strategies to gather, analyze, and negotiate requirements are complemented by efforts to manage customer input after products have been deployed.…

软件工程 · 计算机科学 2020-10-14 Lloyd Montgomery , Daniela Damian , Tyson Bulmer , Shaikh Quader

Large software organizations handle many customer support issues every day in the form of bug reports, feature requests, and general misunderstandings as submitted by customers. Strategies to gather, analyze, and negotiate requirements are…

软件工程 · 计算机科学 2020-10-14 Lloyd Montgomery

Managing support tickets in large, multi-product organizations is difficult. Failure to meet the expectations of customers can lead to the escalation of support tickets, which is costly for IBM in terms of customer relationships and…

软件工程 · 计算机科学 2019-01-08 Lloyd Montgomery , Emma Reading , Daniela Damian

Software support ticket escalations can be an extremely costly burden for software organizations all over the world. Consequently, there exists an interest in researching how to better enable support analysts to handle such escalations. In…

软件工程 · 计算机科学 2020-10-27 Colin Werner , Lloyd Montgomery , Sanja Dodos , Gabriel Tapuc , Diksha Sharma , Daniela Damian

Ticketing system is common in Technical Support in Information Technology Industry. At present time, even management is using it. It serves as a way to connect the company and the client, end to end. The researchers conducted research where…

计算机与社会 · 计算机科学 2023-04-18 Kent Darryl Aglibar , Nelson Rodelas

A review of over 160,000 customer cases indicates that about 90% of time is spent by the product support for solving around 10% of subset of tickets where a trivial solution may not exist. Many of these challenging cases require the support…

人工智能 · 计算机科学 2025-01-03 Sherwin Varghese , James Tian

High performance computing (HPC) user support teams are the first line of defense against large-scale problems, as they are often the first to learn of problems reported by users. Developing tools to better assist support teams in solving…

分布式、并行与集群计算 · 计算机科学 2020-10-12 Alexandra DeLucia , Elisabeth Moore

IT environments typically have logging mechanisms to monitor system health and detect issues. However, the huge volume of generated logs makes manual inspection impractical, highlighting the importance of automated log analysis in IT…

软件工程 · 计算机科学 2025-11-20 Pranjal Gupta , Karan Bhukar , Harshit Kumar , Seema Nagar , Prateeti Mohapatra , Debanjana Kar

Supply chain operations generate vast amounts of operational data; however, critical knowledge such as system usage practices, troubleshooting workflows, and resolution techniques often remains buried within unstructured communications like…

人工智能 · 计算机科学 2025-06-24 Yao Zhang , Zaixi Shang , Silpan Patel , Mikel Zuniga

IT support services industry is going through a major transformation with AI becoming commonplace. There has been a lot of effort in the direction of automation at every human touchpoint in the IT support processes. Incident management is…

信息检索 · 计算机科学 2019-08-06 Atri Mandal , Shivali Agarwal , Nikhil Malhotra , Giriprasad Sridhara , Anupama Ray , Daivik Swarup

In large-scale cloud service systems, support tickets serve as a critical mechanism for resolving customer issues and maintaining service quality. However, traditional manual ticket escalation processes encounter significant challenges,…

软件工程 · 计算机科学 2025-04-14 Fengrui Liu , Xiao He , Tieying Zhang , Jianjun Chen , Yi Li , Lihua Yi , Haipeng Zhang , Gang Wu , Rui Shi

This study explores the enhancement of customer satisfaction in the airline industry, a critical factor for retaining customers and building brand reputation, which are vital for revenue growth. Utilizing a combination of machine learning…

机器学习 · 计算机科学 2024-05-16 Tejas Mirthipati

Since internet technologies have advanced, one of the primary factors in company development is customer happiness. Online platforms have become prominent places for sharing reviews. Twitter is one of these platforms where customers…

机器学习 · 计算机科学 2024-08-31 Md Mahmudul Hasan , Shaikh Anowarul Fattah

Quality and market acceptance of software products is strongly influenced by responsiveness to user requests. Once a request is received from a customer, decisions need to be made if the request should be escalated to the development team.…

软件工程 · 计算机科学 2018-08-14 Maleknaz Nayebi , Liam Dicke , Ron Ittyipe , Chris Carlson , Guenther Ruhe

Automation of support ticket classification is crucial to improve customer support performance and shortening resolution time for customer inquiries. This research aims to test the applicability of automated machine learning (AutoML) as a…

机器学习 · 计算机科学 2024-06-05 Mario Truss , Stephan Boehm

Travelling salesman problem is a problem which is of high interest for researchers, industry professionals, and academicians. Visitor or salesman used to face lot of problems with respect to scheduling based on meeting top ranked clients.…

其他计算机科学 · 计算机科学 2012-05-09 Srinivas Nidhra , Likith Poovanna , Vinay Sudha Ethiraj

Software maintenance and evolution involves critical activities for the success of software projects. To support such activities and keep code up-to-date and error-free, software communities make use of issue trackers, i.e., tools for…

软件工程 · 计算机科学 2021-07-22 Rafael Kallis , Andrea Di Sorbo , Gerardo Canfora , Sebastiano Panichella

Background: Requirement engineering is often considered a critical activity in system development projects. The increasing complexity of software, as well as number and heterogeneity of stakeholders, motivate the development of methods and…

The most important goal of customer services is to keep the customer satisfied. However, service resources are always limited and must be prioritized. Therefore, it is important to identify customers who potentially become unsatisfied and…

One of the service providers in the financial service sector, who provide premium service to the customers, wanted to harness the power of data analytics as data mining can uncover valuable insights for better decision making. Therefore,…

机器学习 · 计算机科学 2022-04-20 MA Nang Laik
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