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检索条件"丛书名=Lecture Notes in Computer Science"

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The Learning Model for Data-Driven Decision Making of Collaborating Enterprises 2nd

The Learning Model for Data-Driven Decision Making of Collab...

引用

2nd International Conference on Human and Artificial Rationalities (HAR)

作者： El-Nouty, Charles Filatova, Darya Univ Sorbonne Paris Nord LAGA F-93430 Villetaneuse France RDS Nancy France

ISBN: (纸本)9783031552441;9783031552458

Determining the principles for building an intelligent management system aimed at making optimal decisions becomes an urgent need to achieve sustainable development of cooperating enterprises and requires the search for appropriate management models based on data dynamics. The purpose of the work was to indicate the determinants of sustainable development of collaborating enterprises used to determine the management model. The application of systems analysis and multi-agent simulation principles to human-system interactions has indicated a way to construct the data-driven decision making reinforcement learning model. The results obtained indicate that such management eliminates subjectivity in decision-making, leading to the stabilization of the economic development of cooperating enterprises, and hence to sustainable development.

关键词： Human-system interaction Data-driven decision making Learning model

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Exploring the Utility of Saccade Length in Eye Tracking on Digital Library Experiences 28th

Exploring the Utility of Saccade Length in Eye Tracking on D...

引用

28th International Conference on Linking Theory and Practice of Digital Libraries (TPDL)

作者： Kuhar, Maja Roegiest, Adam Mercun, Tanja Univ Ljubljana Ljubljana Slovenia Triangle Lab Toronto ON Canada

ISBN: (纸本)9783031724398;9783031724404

With the increasing use of eye tracking and qualitative measures to evaluate user experience of digital websites combined with a need to retain user interest in an age of chatbots, we present a re-examination of a study comparing the user experiences on two digital library homepages using novel measures derived from saccade length (i.e., the distance a user's gaze travels across a page). Despite such measures being unsupported by common eye tracking software, we find that saccade-based measures correlate positively with several emotions and that they can be used to indicate complex interfaces that may increase user uncertainty.

关键词： Eye tracking Saccadic measures User experience

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Semantic-Pragmatic Account of Syntactic Structures 1

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20th International Conference on Logic and Engineering of Natural Language Semantics (LENLS)

作者： Rygaev, Ivan Russian Acad Sci Inst Informat Transmiss Problems Moscow Russia

ISBN: (数字)9783031608780

ISBN: (纸本)9783031608773;9783031608780

In this paper, I propose a unified account of backgrounded constituents within the framework of Discourse Representation Theory. Building upon van der Sandt (1992) and Geurts (2010), I expand the scope of presupposition resolution in DRT to encompass other forms of backgrounded expressions, such as specific indefinites and conventional implicatures (in terms of Potts 2005). Each backgrounded expression constitutes a certain instruction to find, create, or update a discourse referent in the common ground. Dependent on one another, these instructions form a tree-like structure, which is subsequently realized as a syntactic tree during the process of utterance production. Among other aspects, this approach suggests a potential answer to why backgrounded constructions are islands, as articulated by Goldberg (2006).

关键词： DRT information structure common ground backgrounding syntactic structures presupposition specific indefinites conventional implicature

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A Game Design-Centric Taxonomy for Feedback Features in Digital Serious Games 12th

A Game Design-Centric Taxonomy for Feedback Features in Digi...

引用

12th International Conference on Games and Learning Alliance (GALA)

作者： Almo, Andre Rocha, Mariana Brennan, Attracta Dondio, Pierpaolo Technol Univ Dublin Dublin Ireland Natl Univ Ireland Galway Galway Ireland

ISBN: (纸本)9783031490644;9783031490651

As with other pedagogical approaches, feedback is crucial in digital game-based learning, providing information to players and impacting their learning and motivation. However, the design of feedback features varies throughout different serious games, as feedback includes many distinct characteristics. This paper proposes a comprehensive taxonomy for feedback features in serious games, building on previous classifications and emphasising game design aspects. The Taxonomy for Feedback Design in Serious Games provides nuanced descriptions of different feedback aspects and defines clearer distinctions among different feedback characteristics, creating eight new descriptive categories. This paper discusses the characteristics of feedback features, as well as the potential contributions of this new taxonomy for research and practice in the area of education and game science.

关键词： digital game-based learning game features feedback taxonomy

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No Children in the Metaverse? The Privacy and Safety Risks of Virtual Worlds (and How to Deal with Them) 11th

No Children in the Metaverse? The Privacy and Safety Risks o...

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11th Annual Privacy Forum (APF) on Privacy Technologies and Policy

作者： De Cicco, Diletta Downes, James Helleputte, Charles Brussels Belgium London United Kingdom

ISBN: (纸本)9783031610882;9783031610899

This paper examines how the Metaverse could impact on both the privacy and safety of children. It assesses the challenges both of designing virtual reality devices for the Metaverse and of designing the virtual reality spaces in the Metaverse and posits solutions which ensure that child safety remains paramount. It also examines the relevant child data privacy laws vis-a-vis the Metaverse and how potential regulatory difficulties could be overcome. Lastly, it analyses the threats that children may experience when using the Metaverse and how these could be mitigated.

关键词： Metaverse Data Privacy Child Safety Child Protection PETs Privacy By Design

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Uniform Color Space with Advanced Hue Linearity: PCS23-UCS 8th

Uniform Color Space with Advanced Hue Linearity: PCS23-UCS

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8th International Workshop on Computational Color Imaging

作者： Basova, Olga Bozhkova, Valentina Konovalenko, Ivan Sarycheva, Anastasia Chobanu, Mikhail Timofeev, Valerii Nikolaev, Dmitry Russian Acad Sci Inst Informat Transmiss Problems Moscow Russia Russian Acad Sci Fed Res Ctr Comp Sci & Control Moscow Russia Skolkovo Inst Sci & Technol Moscow Russia Natl Res Univ Moscow Power Engn Inst Moscow Russia LLC Smart Engines Serv Moscow Russia

ISBN: (纸本)9783031728440;9783031728457

In device-dependent color spaces, the Euclidean distance often fails to accurately represent perceived color differences, making these color spaces unsuitable for image similarity measurements. Conversely, certain device-independent color spaces, known as uniform color spaces (UCS), do align the Euclidean distance with perceived color differences. Among these, CAM16-UCS is currently considered the leading model. However, applications such as gamut mapping require additional properties, such as the preservation of planes of constant hue, which CAM16-UCS lacks. We present PCS23-UCS, a novel UCS that addresses this limitation. PCS23-UCS is specifically designed to preserve the central bundle of planes in the color space while maintaining state-of-the-art uniformity for small color differences.

关键词： Uniform color space Perceptual uniformity Hue linearity

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A Logic-Based Physical Simulation Framework for Digital Microfluidic Biochips 1

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24th International Conference on Embedded computer Systems: Architectures, Modeling, and Simulation

作者： Madsen, Joel August Vest Jackson, Carl Alexander Collignon, Alexander Marc Madsen, Jan Pezzarossa, Luca Tech Univ Denmark Dept Appl Math & Comp Sci Lyngby Denmark

ISBN: (数字)9783031783807

ISBN: (纸本)9783031783791;9783031783807

Digital microfluidic biochips provide a controlled and miniaturized environment to carry out biochemical protocols in an automated fashion. Software-based simulators are essential tools that aid the design of such protocols by enabling users to verify correct execution before targeting the physical biochip. To produce a simulation that is faithful to reality, the fluidic behavior of the droplets and their interaction with the driving electrodes must be taken into account. This paper presents a framework for simulating DMF biochips in a resource-constrained web-based environment. The framework is based on a novel droplet model that uses logic-based calculations to capture fluidic behavior. Thus, enabling to faithfully simulate the movement, merging, and splitting of arbitrary-shaped droplets with a low-computational footprint. The simulation framework also includes modular component models to capture the behavior of sensors and actuators, an event-driven simulation engine, and a graphical user interface. The framework is implemented as a client-side web application and runs in a browser. The evaluation carried out using artificial and real-life test cases shows that the framework can deliver real-time simulations with a high level of fidelity.

关键词： Digital microfluidics biochips Simulation framework Logic-based simulation Web application

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Automatic Registration of SHG and H&E Images with Feature-Based Initial Alignment and Intensity-Based Instance Optimization: Contribution to the COMULIS Challenge 1

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11th International Workshop on Biomedical Image Registration

作者： Wodzinski, Marek Mueller, Henning AGH Univ Krakow Dept Measurement & Elect Krakow Poland Univ Appl Sci Western Switzerland HES SO Valais W Inst Informat Syst Sierre Switzerland Univ Geneva Fac Med Geneva Switzerland

ISBN: (数字)9783031734809

ISBN: (纸本)9783031734793;9783031734809

The automatic registration of noninvasive second-harmonic generation microscopy to hematoxylin and eosin slides is a highly desired, yet still unsolved problem. The task is challenging because the second-harmonic images contain only partial information, in contrast to the stained H&E slides that provide more information about the tissue morphology. Moreover, both imaging methods have different intensity distributions. Therefore, the task can be formulated as a multi-modal registration problem with missing data. In this work, we propose a method based on automatic keypoint matching followed by deformable registration based on instance optimization. The method does not require any training and is evaluated using the dataset provided in the Learn2Reg challenge by the COMULIS organization. The method achieved relatively good generalizability resulting in 88% of success rate in the initial alignment and average target registration error equal to 2.48 on the external validation set. We openly release the source code and incorporate it in the DeeperHistReg image registration framework.

关键词： Image Registration Deep Learning SHG H&E Microscopy Learn2Reg

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Enhancing Zero-Shot Anomaly Detection: CLIP-SAM Collaboration with Cascaded Prompts 7th

Enhancing Zero-Shot Anomaly Detection: CLIP-SAM Collaboratio...

引用

7th Chinese Conference on Pattern Recognition and computer Vision

作者： Hou, Yanning Xu, Ke Li, Junfa Ruan, Yanran Qiu, Jianfeng Anhui Univ Sch Artificial Intelligence Hefei Peoples R China Anhui Univ Anhui Prov Key Lab Secur Artificial Intelligence Hefei Peoples R China Anhui Prov Engn Res Ctr Unmanned Syst & Intellige Hefei Peoples R China

ISBN: (纸本)9789819784899;9789819784905

Recently, the powerful generalization ability exhibited by foundation models has brought forth new solutions for zero-shot anomaly segmentation tasks. However, guiding these foundation models correctly to address downstream tasks remains a challenge. This paper proposes a novel two-stage framework, for zero-shot anomaly segmentation tasks in industrial anomaly detection. This framework excellently leverages the powerful anomaly localization capability of CLIP and the boundary perception ability of SAM. (1) To mitigate SAM's inclination towards object segmentation, we propose the Co-Feature Point Prompt Generation (PPG) module. This module collaboratively utilizes CLIP and SAM to generate positive and negative point prompts, guiding SAM to focus on segmenting anomalous regions rather than the entire object. (2) To further optimize SAM's segmentation results and mitigate rough boundaries and isolated noise, we introduce the Cascaded Prompts for SAM (CPS) module. This module employs hybrid prompts cascaded with a lightweight decoder of SAM, achieving precise segmentation of anomalous regions. Across multiple datasets, consistent experimental validation demonstrates that our approach achieves state-of-the-art zero-shot anomaly segmentation results. Particularly noteworthy is our performance on the Visa dataset, where we outperform the state-of-theart methods by 10.3% and 7.7% in terms of F1-max and AP metrics, respectively.

关键词： Anomaly Detection Zero-Shot CLIP SAM

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Explaining Explanations in Probabilistic Logic Programming 22nd

Explaining Explanations in Probabilistic Logic Programming

引用

22nd Asian Symposium on Programming Languages and Systems

作者： Vidal, German Univ Politecn Valencia VRAIN Valencia Spain

ISBN: (纸本)9789819789429;9789819789436

The emergence of tools based on artificial intelligence has also led to the need of producing explanations which are understandable by a human being. In most approaches, the system is considered a black box, making it difficult to generate appropriate explanations. In this work, though, we consider a setting where models are transparent: probabilistic logic programming (PLP), a paradigm that combines logic programming for knowledge representation and probability to model uncertainty. However, given a query, the usual notion of explanation is associated with a set of choices, one for each random variable of the model. Unfortunately, such a set does not explain why the query is true and, in fact, it may contain choices that are actually irrelevant for the considered query. To improve this situation, we present in this paper an approach to explaining explanations which is based on defining a new query-driven inference mechanism for PLP where proofs are labeled with choice expressions, a compact and easy to manipulate representation for sets of choices. The combination of proof trees and choice expressions allows us to produce comprehensible query justifications with a causal structure.

关键词： Knowledge representation

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