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When explaining the decisions of deep neural networks, simple stories are tempting but dangerous. Especially in computer vision, the most popular explanation approaches give a false sense of comprehension to its users and provide an overly…

机器学习 · 计算机科学 2021-09-17 Matthias Kirchler , Martin Graf , Marius Kloft , Christoph Lippert

Decision-making is a central yet under-defined goal in visualization research. While existing task models address decision processes, they often neglect the conditions framing a decision. To better support decision-making tasks, we propose…

人机交互 · 计算机科学 2025-07-25 Lena Cibulski , Stefan Bruckner

The recent adoption of artificial intelligence in socio-technical systems raises concerns about the black-box nature of the resulting decisions in fields such as hiring, finance, admissions, etc. If data subjects -- such as job applicants,…

人机交互 · 计算机科学 2025-08-04 Kaustav Bhattacharjee , Jun Yuan , Aritra Dasgupta

Reasoning-centric video object segmentation is an inherently complex task: the query often refers to dynamics, causality, and temporal interactions, rather than static appearances. Yet existing solutions generally collapse these factors…

计算机视觉与模式识别 · 计算机科学 2025-12-03 Yifan Li , Yingda Yin , Lingting Zhu , Weikai Chen , Shengju Qian , Xin Wang , Yanwei Fu

Significant research has provided robust task and evaluation languages for the analysis of exploratory visualizations. Unfortunately, these taxonomies fail when applied to communicative visualizations. Instead, designers often resort to…

人机交互 · 计算机科学 2020-09-16 Eytan Adar , Elsie Lee

One of the long-term challenges of robotics is to enable robots to interact with humans in the visual world via natural language, as humans are visual animals that communicate through language. Overcoming this challenge requires the ability…

计算机视觉与模式识别 · 计算机科学 2020-01-07 Yuankai Qi , Qi Wu , Peter Anderson , Xin Wang , William Yang Wang , Chunhua Shen , Anton van den Hengel

Requirements Engineering (RE)-related activities require high collaboration between various roles in software engineering (SE), such as requirements engineers, stakeholders, developers, etc. Their demographics, views, understanding of…

软件工程 · 计算机科学 2022-06-07 Dulaji Hidellaarachchi , John Grundy , Rashina Hoda , Ingo Mueller

Framing -- how designers define and reinterpret problems, shape narratives, and guide audience understanding -- is central to design practice. Yet in visualization research, framing has been examined mostly through its rhetorical and…

人机交互 · 计算机科学 2025-08-29 Prakash Shukla , Paul Parsons

There is a growing interest in designing tools to support interactivity specification and authoring in data visualization. To develop expressive and flexible tools, we need theories and models that describe the task space of interaction…

人机交互 · 计算机科学 2025-12-02 Hyemi Song , Sai Gopinath , Zhicheng Liu

AI coding assistants are reshaping software development by shifting focus from writing code to formulating prompts. In chat-focused approaches such as vibe coding, prompts become the primary arbiter between human intent and executable…

软件工程 · 计算机科学 2026-03-18 Shalini Chakraborty , Jan-Philipp Steghöfer

Requirements engineering (RE) is considerably different in agile development than in more traditional development processes. Yet, there is little empirical knowledge on the state of the practice and contemporary problems in agile RE. As…

软件工程 · 计算机科学 2017-11-15 Stefan Wagner , Daniel Méndez Fernández , Michael Felderer , Marcos Kalinowski

Event-driven scheduling policies are increasingly deployed in industrial environments, where decisions are made under asynchronous and partially observed system states. As a result, decision states are not temporally consistent, action…

人工智能 · 计算机科学 2026-05-29 Jonathan Hoss , Noah Klarmann

To harness the potential of advanced computing technologies, efficient (real time) analysis of large amounts of data is as essential as are front-line simulations. In order to optimise this process, experts need to be supported by…

分布式、并行与集群计算 · 计算机科学 2018-07-03 Jovana Knežević , Ralf-Peter Mundani , Ernst Rank

Software engineering (SE) and requirements engineering (RE) face a significant increase in secondary studies, particularly literature reviews (LRs), due to the ever-growing number of scientific publications. Generative artificial…

软件工程 · 计算机科学 2026-02-27 Oliver Karras , Amirreza Alasti , Lena John , Sushant Aggarwal , Yücel Celik

There are many web-based visualization systems available to date, each having its strengths and limitations. The goals these systems set out to accomplish influence design decisions and determine how reusable and scalable they are. Weave is…

软件工程 · 计算机科学 2017-09-01 Andrew Dufilie , Georges Grinstein

Understanding the physical structure is essential for real-world applications such as embodied agents, interactive design, and long-horizon manipulation. Yet, prevailing Vision-Language Model (VLM) evaluations still center on…

计算机视觉与模式识别 · 计算机科学 2026-02-25 Yuhao Wu , Maojia Song , Yihuai Lan , Lei Wang , Zhiqiang Hu , Yao Xiao , Heng Zhou , Weihua Zheng , Dylan Raharja , Soujanya Poria , Roy Ka-Wei Lee

Requirements engineering (RE), as a part of the project development life cycle, has increasingly been recognized as the key to ensuring on-time, on-budget, and goal-based delivery of software projects;compromising this vital phase is…

软件工程 · 计算机科学 2020-06-22 Sandhya Rani Kourla , Eesha Putti , Mina Maleki

The use of visual analytics tools has gained popularity in various domains, helping users discover meaningful information from complex and large data sets. Users often face difficulty in disseminating the knowledge discovered without clear…

人机交互 · 计算机科学 2021-04-26 Nam Wook Kim

Context: Requirements engineering (RE) is an important part of Software Engineering (SE), consisting of various human-centric activities that require the frequent collaboration of a variety of roles. Prior research has shown that…

软件工程 · 计算机科学 2023-11-21 Dulaji Hidellaarachchi , John Grundy , Rashina Hoda , Ingo Mueller

With the increasing demands on e-commerce platforms, numerous user action history is emerging. Those enriched action records are vital to understand users' interests and intents. Recently, prior works for user behavior prediction mainly…

信息检索 · 计算机科学 2022-02-15 Ruijie Wang , Zheng Li , Danqing Zhang , Qingyu Yin , Tong Zhao , Bing Yin , Tarek Abdelzaher