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Data analytics software applications have become an integral part of the decision-making process of analysts. Users of such a software face challenges due to insufficient product and domain knowledge, and find themselves in need of help. To…

This paper presents the first multistakeholder approach for translating diverse stakeholder values into an evaluation metric setup for Recommender Systems (RecSys) in digital archives. While commercial platforms mainly rely on engagement…

信息检索 · 计算机科学 2025-07-17 Florian Atzenhofer-Baumgartner , Georg Vogeler , Dominik Kowald

Many studies in recommender systems (RecSys) adopt a general problem definition, i.e., to recommend preferred items to users based on past interactions. Such abstraction often lacks the domain-specific nuances necessary for practical…

信息检索 · 计算机科学 2025-10-31 Aixin Sun

Usability engineering is situated in a much larger social and institutional context than is usually acknowledged by usability professionals in the way that they define their field. The definitions and processes used in the improvement of…

人机交互 · 计算机科学 2019-04-09 Asad Sayeed

The importance of tasks in information retrieval (IR) has been long argued for, addressed in different ways, often ignored, and frequently revisited. For decades, scholars made a case for the role that a user's task plays in how and why…

信息检索 · 计算机科学 2023-01-13 Chirag Shah , Ryen W. White , Paul Thomas , Bhaskar Mitra , Shawon Sarkar , Nicholas Belkin

Some of them proposed an approach in which involved stakeholders can freely configure the product line without being constrained by the choices made the other ones. The core of any proposed approach in this context focuses on how…

软件工程 · 计算机科学 2024-04-30 Sihem Ben Sassi

Customising AI technologies to each user's preferences is fundamental to them functioning well. Unfortunately, current methods require too much user involvement and fail to capture their true preferences. In fact, to avoid the nuisance of…

信息检索 · 计算机科学 2023-08-14 Marc Serramia , Natalia Criado , Michael Luck

Creating shared understanding between stakeholders is essential for the success of software projects. Conflicting requirements originating from misaligned mental models can hinder the development process. The use of videos to present…

软件工程 · 计算机科学 2021-08-13 Lukas Nagel , Jianwei Shi , Melanie Busch

Explanations of an AI's function can assist human decision-makers, but the most useful explanation depends on the decision's context, referred to as the downstream task. User studies are necessary to determine the best explanations for each…

人机交互 · 计算机科学 2024-09-20 Eura Nofshin , Esther Brown , Brian Lim , Weiwei Pan , Finale Doshi-Velez

Background/Objectives: Software engineering community has been studied extensively on large-sized software organizations and has provided suitable and interesting solutions. However, small software companies that make a large part of the…

软件工程 · 计算机科学 2019-04-30 Nazakat Ali , Jang-Eui Hong

In recent years, multi-task learning has turned out to be of great success in various applications. Though single model training has promised great results throughout these years, it ignores valuable information that might help us estimate…

机器学习 · 计算机科学 2022-09-28 Yeshwant Singh , Anupam Biswas , Angshuman Bora , Debashish Malakar , Subham Chakraborty , Suman Bera

Program synthesis from incomplete specifications (e.g. input-output examples) has gained popularity and found real-world applications, primarily due to its ease-of-use. Since this technology is often used in an interactive setting,…

编程语言 · 计算机科学 2017-03-13 Vu Le , Daniel Perelman , Oleksandr Polozov , Mohammad Raza , Abhishek Udupa , Sumit Gulwani

Requirements engineering aims to fulfill a purpose, i.e., inform subsequent software development activities about stakeholders' needs and constraints that must be met by the system under development. The quality of requirements artifacts…

软件工程 · 计算机科学 2025-01-08 Julian Frattini , Jannik Fischbach , Davide Fucci , Michael Unterkalmsteiner , Daniel Mendez

Requirements traceability can in principle support stakeholders coping with rising development complexity. However, studies showed that practitioners rarely use available traceability information after its initial creation. In the position…

软件工程 · 计算机科学 2013-01-24 Patrick Mäder

Requirements engineering for aged-care digital health must account for human aspects, because requirement priorities are shaped not only by technical functionality but also by stakeholders' health conditions, socioeconomics, and lived…

软件工程 · 计算机科学 2026-04-01 Yuqing Xiao , John Grundy , Anuradha Madugalla , Elizabeth Manias

The evolution of Explainable Artificial Intelligence (XAI) has emphasised the significance of meeting diverse user needs. The approaches to identifying and addressing these needs must also advance, recognising that explanation experiences…

人机交互 · 计算机科学 2024-05-20 Anjana Wijekoon , David Corsar , Nirmalie Wiratunga , Kyle Martin , Pedram Salimi

Systems that rely on Machine Learning (ML systems) have differing demands on system quality compared to traditional systems. Such quality demands, known as non-functional requirements (NFRs), may differ in their definition, scope, and…

软件工程 · 计算机科学 2022-03-22 Khan Mohammad Habibullah , Gregory Gay , Jennifer Horkoff

Requirement Analysis is an important phase in software development which deals with understanding the customers requirements. It includes the collection of information from the customer, which is regarding the customers requirements and…

软件工程 · 计算机科学 2016-09-08 Abhishek Kotnala , R. Selvarani

Sustainable innovation requires in-time development, diversification and transformation of business models from one to another. Business model innovation, development and transformation for sustainability incorporates economic,…

社会与信息网络 · 计算机科学 2021-03-31 Iqra Sadaf Khan , Jukka Majava

Requirements engineering (RE) literature acknowledges the importance of early stakeholder identification. The sources of requirements are many and also constantly changing as the market and business constantly change. Identifying and…