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This paper outlines a methodology for analyzing the representational support for knowledge-based decision-modeling in a broad domain. A relevant set of inference patterns and knowledge types are identified. By comparing the analysis results…

人工智能 · 计算机科学 2013-03-26 Tze-Yun Leong

Product Data Management (PDM) desktop and web based systems maintain the organizational technical and managerial data to increase the quality of products by improving the processes of development, business process flows, change management,…

人机交互 · 计算机科学 2011-03-08 Zeeshan Ahmed

DevOps is an approach based on lean and agile principles in which business, development, operations, and quality teams cooperate to deliver software continuously aiming at reducing time to market, and receiving constant feedback from…

软件工程 · 计算机科学 2021-09-21 Mauro Lourenço Pedra , Mônica Ferreira da Silva , Leonardo Guerreiro Azevedo

Recommender systems play a fundamental role in web applications in filtering massive information and matching user interests. While many efforts have been devoted to developing more effective models in various scenarios, the exploration on…

机器学习 · 计算机科学 2020-08-24 Ninghao Liu , Yong Ge , Li Li , Xia Hu , Rui Chen , Soo-Hyun Choi

In many real world applications, the information of an object can be obtained from multiple sources. The sources may provide different point of views based on their own origin. As a consequence, conflicting pieces of information are…

数据库 · 计算机科学 2015-03-31 Zimu Yuan , Zhiwei Xu

Video understanding aims to enable models to perceive, reason about, and interact with the dynamic visual world. In contrast to image understanding, video understanding inherently requires modeling temporal dynamics and evolving visual…

计算机视觉与模式识别 · 计算机科学 2026-03-19 Zhaochong An , Zirui Li , Mingqiao Ye , Feng Qiao , Jiaang Li , Zongwei Wu , Vishal Thengane , Chengzu Li , Lei Li , Luc Van Gool , Guolei Sun , Serge Belongie

In collaborative planning activities, since the agents are autonomous and heterogeneous, it is inevitable that conflicts arise in their beliefs during the planning process. In cases where such conflicts are relevant to the task at hand, the…

cmp-lg · 计算机科学 2008-02-03 Jennifer Chu-Carroll , Sandra Carberry

Modeling with multi-omics data presents multiple challenges such as the high-dimensionality of the problem ($p \gg n$), the presence of interactions between features, and the need for integration between multiple data sources. We establish…

统计方法学 · 统计学 2024-09-17 Matteo D'Alessandro , Theophilus Quachie Asenso , Manuela Zucknick

Accreditation bodies call for curriculum development processes open to all stakeholders, reflecting viewpoints of students, industry, university faculty and society. However, communication difficulties between faculty and non-faculty groups…

计算与语言 · 计算机科学 2022-06-17 Rogério Duarte , Ângela Lacerda Nobre , Fernando Pimentel , Marc Jacquinet

In this paper, we introduce a system to collect product information from manufacturers and make it available in tools that are used for concurrent design of spacecraft. The planning of a spacecraft needs experts from different disciplines,…

其他计算机科学 · 计算机科学 2019-05-30 Diana Peters , Philipp M. Fischer , Philipp M. Schäfer , Kobkaew Opasjumruskit , Andreas Gerndt

Context. Innovation is promoted in companies to help them stay competitive. Four types of innovation are defined: product, process, business, and organizational. Objective. We want to understand the perception of the innovation concept in…

软件工程 · 计算机科学 2022-08-04 Johan Linåker , Husan Munir , Per Runeson , Björn Regnell , Claes Schrewelius

During a research project in which we developed a machine learning (ML) driven visualization system for non-ML experts, we reflected on interpretability research in ML, computer-supported collaborative work and human-computer interaction.…

Software products are rarely developed from scratch and vulnerabilities in such products might reside in parts that are either open source software or provided by another organization. Hence, the total cybersecurity of a product often…

软件工程 · 计算机科学 2019-06-12 Thomas Olsson , Martin Hell , Martin Höst , Ulrik Franke , Markus Borg

An effective way to obtain different perspectives on any given topic is by conducting a debate, where participants argue for and against the topic. Here, we propose a novel debate framework for understanding and explaining a continuous…

计算机视觉与模式识别 · 计算机科学 2023-05-24 Avinash Kori , Ben Glocker , Francesca Toni

As Large Language Models (LLMs) get integrated into diverse workflows, they are increasingly being regarded as "collaborators" with humans, and required to work in coordination with other AI systems. If such AI collaborators are to reliably…

计算与语言 · 计算机科学 2026-01-23 Abhijnan Nath , Carine Graff , Nikhil Krishnaswamy

We set up a supply-side game-theoretic model for the cooperative production of virtual products. In our model, a group of producers collaboratively produce a virtual product by contributing costly input resources to a production coalition.…

计算机科学与博弈论 · 计算机科学 2020-07-30 Mingshu Cong , Xi Weng , Han Yu , Jiabao Qu , Siu Ming Yiu

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

Product classification is the task of automatically predicting a taxonomy path for a product in a predefined taxonomy hierarchy given a textual product description or title. For efficient product classification we require a suitable…

人工智能 · 计算机科学 2016-07-26 Vivek Gupta , Harish Karnick , Ashendra Bansal , Pradhuman Jhala

Performing effective preference-based data retrieval requires detailed and preferentially meaningful structurized information about the current user as well as the items under consideration. A common problem is that representations of items…

人工智能 · 计算机科学 2011-01-13 Joachim Selke , Wolf-Tilo Balke

Scientists investigate the dynamics of complex systems with quantitative models, employing them to synthesize knowledge, to explain observations, and to forecast future system behavior. Complete specification of systems is impossible, so…

定量方法 · 定量生物学 2007-05-23 S. R. Borrett , W. Bridewell , P. Langely , K. R. Arrigo