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2024 IEEE 18th International Conference on Semantic Computing (ICSC)

Feb. 5 2024 to Feb. 7 2024

Laguna Hills, CA, USA

ISBN: 979-8-3503-8535-9

Table of Contents

Title Page iFreely available from IEEE.pp. 1-1
Title Page iiiFreely available from IEEE.pp. 3-3
Copyright PageFreely available from IEEE.pp. 4-4
Table of ContentsFreely available from IEEE.pp. 5-12
Message from the General ChairsFreely available from IEEE.pp. 13-13
Message from the Program ChairsFreely available from IEEE.pp. 14-14
Organizing CommitteeFreely available from IEEE.pp. 15-15
Improving Document Classification by Integrating Human-Crafted Semantic KnowledgeFull-text access may be available. Sign in or learn about subscription options.pp. 1-8
by Zachary Weinfeld, Lubomir Stanchev
AMP-BiLSTM: An Enhanced Highlight Extraction Method Using Multi-Channel Bi-LSTM and Self-Attention in Streaming VideosFull-text access may be available. Sign in or learn about subscription options.pp. 9-16
by Sheng-Jie Lin, Chien Chin Chen, Yung-Chun Chang
ReFrESH – Relation-preserving Feedback-reliant Enhancement of Subjective Content DescriptionsFull-text access may be available. Sign in or learn about subscription options.pp. 17-24
by Magnus Bender, Tanya Braun, Ralf Möller, Marcel Gehrke
A Privacy-Preserving Edge Computing Solution for Real-Time Passenger Counting at Bus Stops using Overhead Fisheye CameraFull-text access may be available. Sign in or learn about subscription options.pp. 25-32
by Pardis Ghaziamin, Kairavi Bajaj, Nizar Bouguila, Zachary Patterson
Unlocking the Emotional States of High-Risk Suicide Callers through Speech AnalysisFull-text access may be available. Sign in or learn about subscription options.pp. 33-40
by Alaa Nfissi, Wassim Bouachir, Nizar Bouguila, Brian Mishara
Towards Automated Semantics-Driven Web Service Composition: Case Study on Question Answering SystemsFull-text access may be available. Sign in or learn about subscription options.pp. 41-48
by Aleksandr Perevalov, Andreas Both, Mike Scherfner
Class Probability-guided Ensemble Learning-based Semantic Segmentation to Predict Cancerous Regions on Hematoxylin and Eosin-stained ImagesFull-text access may be available. Sign in or learn about subscription options.pp. 49-56
by Sanghoon Lee, Sai Chandana Koganti, InChan Hwang, MinJae Woo
A Framework to Construct Financial Causality Knowledge Graph from TextFull-text access may be available. Sign in or learn about subscription options.pp. 57-64
by Ziwei Xu, Hiroya Takamura, Ryutaro Ichise
Anomaly Detection Through Graph Autoencoder-Based Learning of Screenshot Image LogsFull-text access may be available. Sign in or learn about subscription options.pp. 65-68
by Yuki Ohkawa, Takafumi Nakanishi
Supervised Semantic Segmentation of Murine THz Spectroscopy Images with Imprecise AnnotationsFull-text access may be available. Sign in or learn about subscription options.pp. 69-76
by Haoyan Liu, Nagma Vohra, Keith Bailey, Magda El-Shenawee, Alexander Nelson
Enabling Development of an Extensible, Multi-Perspective OntologyFull-text access may be available. Sign in or learn about subscription options.pp. 77-80
by Abha Moitra, Kit Siu, Paul Cuddihy, Daniel Russell, Eric Mertens, David Archer, Kevin Quick
A Context-Aware Framework for Analysing Automotive Vehicle SecurityFull-text access may be available. Sign in or learn about subscription options.pp. 81-88
by Teena Kumari, Abdur Rakib, Arkady Zaslavsky, Hesamaldin Jadidbonab, Valeh Moghaddam
Semantic Computing for Organizational Effectiveness: From Organization Theory to Practice through Semantics-Based ModellingFull-text access may be available. Sign in or learn about subscription options.pp. 89-92
by Mena Rizk, Daniela Rosu, Mark Fox
Investigating Questioner’s Explicit Information Influences in Transformer-based Community Question AnsweringFull-text access may be available. Sign in or learn about subscription options.pp. 93-100
by Macedo Maia, Markus Endres
NORMY: Non-Uniform History Modeling for Open Retrieval Conversational Question AnsweringFull-text access may be available. Sign in or learn about subscription options.pp. 101-109
by Muhammad Shihab Rashid, Jannat Ara Meem, Vagelis Hristidis
Stable or Shaky? The Semantics of ChatGPT’s Behavior Under Repeated QueriesFull-text access may be available. Sign in or learn about subscription options.pp. 110-116
by Tasnia Ashrafi Heya, Ynes Ineza, Sayed Erfan Arefin, Godsgift Uzor, Abdul Serwadda
An Open Source Application for Data Processing and Analysis of Mobile Networks over IP Multimedia Subsystem (IMS)Full-text access may be available. Sign in or learn about subscription options.pp. 117-121
by Maria G. Lima Damasceno, Renata K. Gomes Dos Reis, Caio B. Bezerra De Souza, Jussif J. Abularach Arnez, Tarcisio Fernandes
TWIG: Towards pre-hoc Hyperparameter Optimisation and Cross-Graph Generalisation via Simulated KGE ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 122-129
by Jeffrey Sardina, John D. Kelleher, Declan O’Sullivan
Evaluating Tabular and Textual Entity Linking in Financial DocumentsFull-text access may be available. Sign in or learn about subscription options.pp. 130-133
by Rungsiman Nararatwong, Natthawut Kertkeidkachorn, Ryutaro Ichise
Semanformer: Semantics-aware Embedding Dimensionality Reduction Using Transformer-Based ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 134-141
by Mallika Boyapati, Ramazan Aygun
Transfer Learning and Lexicon-Based Approaches for Implicit Hate Speech Detection: A Comparative Study of Human and GPT-4 AnnotationFull-text access may be available. Sign in or learn about subscription options.pp. 142-147
by Saad Almohaimeed, Saleh Almohaimeed, Ladislau Bölöni
Temporal Analysis of Editorial Trends in Major Newspapers Following the Prime Minister’s SpeechFull-text access may be available. Sign in or learn about subscription options.pp. 148-151
by Taichi Ohno, Yusuke Hoshino, Takafumi Nakanishi
Interacting LLMs: A Dive into Collaborative AIFull-text access may be available. Sign in or learn about subscription options.pp. 152-155
by Grant Cheng, Oliver Wang, Alyssa Adams, Martin Biehl, Luc Caspar, Olaf Witkowski
Urgency Detection in Social Media Texts Using Natural Language ProcessingFull-text access may be available. Sign in or learn about subscription options.pp. 156-163
by Navya Makkena, Abm Rezbaul Islam, Cihan Varol, Min Kyung An
Functional Validation of Supervised Learning Tasks for Reproducible Machine LearningFull-text access may be available. Sign in or learn about subscription options.pp. 164-167
by Ayush Patel, Ramazan Aygun
ParsyBot: Chatbot for Baskent University Related FAQsFull-text access may be available. Sign in or learn about subscription options.pp. 168-175
by Zeynep Karkiner, Begum Yaman, Begum Zengin, Feride Nursena Cavli, Mustafa Sert
Diversity Measures: Domain-Independent Proxies for Failure in Language Model QueriesFull-text access may be available. Sign in or learn about subscription options.pp. 176-182
by Noel Ngu, Nathaniel Lee, Paulo Shakarian
Scalable Semantic Non-Markovian Simulation Proxy for Reinforcement LearningFull-text access may be available. Sign in or learn about subscription options.pp. 183-190
by Kaustuv Mukherji, Devendra Parkar, Lahari Pokala, Dyuman Aditya, Paulo Shakarian, Clark Dorman
Detection of Latent Gender Biases in Data and Models Using the Approximate Generalized Inverse MethodFull-text access may be available. Sign in or learn about subscription options.pp. 191-196
by Takafumi Nakanishi
Veni, Vidi, Vici: Solving the Myriad of Challenges before Knowledge Graph LearningFull-text access may be available. Sign in or learn about subscription options.pp. 197-203
by Jeffrey Sardina, Luca Costabello, Christophe Guéret
Enhancing Log Anomaly Detection through Knowledge Graph IntegrationFull-text access may be available. Sign in or learn about subscription options.pp. 204-207
by Guan-Fu Chen, Tai-Ju Yang, Chien Chin Chen
Automatically Constructing Geospatial Feature Taxonomies from OpenStreetMap DataFull-text access may be available. Sign in or learn about subscription options.pp. 208-211
by Basel Shbita, Craig A. Knoblock
Unsupervised Ensemble Semantic Segmentation for Foreground-Background Separation on Satellite ImageFull-text access may be available. Sign in or learn about subscription options.pp. 212-217
by Jaelen Tarry, Xishuang Dong, Xiangfang Li, Lijun Qian, Leah Chance, Philip Morrone
Ethical Considerations in the Use of AI for Higher Education: A Comprehensive GuideFull-text access may be available. Sign in or learn about subscription options.pp. 218-223
by ZongXu Li, Ajay Dhruv, Vijal Jain
GLIMPSE of Future Power Grid ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 224-225
by Armando Mendoza Sanchez, Sumit Purohit
Graphical and Textual Models Embedded in a Constructor-Driven TransformationFull-text access may be available. Sign in or learn about subscription options.pp. 226-230
by Johannes Schick, Marc Wagner, Wolfram-Manfred Lippe
Representing the Interaction between Users and Products via LLM-assisted Knowledge Graph ConstructionFull-text access may be available. Sign in or learn about subscription options.pp. 231-232
by Julio Vizcarra, Shuichiro Haruta, Mori Kurokawa
Enhancing Semantic Awareness in Knowledge Graph EmbeddingFull-text access may be available. Sign in or learn about subscription options.pp. 233-236
by Gang Xu, Wenbo Zhang, Tao Wang
Mapping Natural Language Intents to User Interfaces through Vision-Language ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 237-244
by Halima Abukadah, Moghis Fereidouni, A.B. Siddique
A Study on Efficient Indexing for Table Search in Data LakesFull-text access may be available. Sign in or learn about subscription options.pp. 245-252
by Ibraheem Taha, Matteo Lissandrini, Alkis Simitsis, Yannis Ioannidis
Designing Social Good Semantic Computing Architectures for the Long Tail: Case Studies, Evaluation, and ChallengesFull-text access may be available. Sign in or learn about subscription options.pp. 253-260
by Mayank Kejriwal
Functional Food Knowledge Graph-based Recipe Recommendation System Focused on Lifestyle-Related DiseasesFull-text access may be available. Sign in or learn about subscription options.pp. 261-268
by Akio Kobayashi, Shotaro Mori, Akira Hashimoto, Tetsuo Katsuragi, Takahiro Kawamura
Optimism and Pessimism in Database Query OptimisationFull-text access may be available. Sign in or learn about subscription options.pp. 269-276
by Sven Helmer, Peter T. Wood, Manuel Stuefer
Experiments with text-to-SPARQL based on ChatGPTFull-text access may be available. Sign in or learn about subscription options.pp. 277-284
by Caio Viktor S. Avila, Vânia M.P. Vidal, Wellington Franco, Marco A. Casanova
Trend Extraction and Analysis via Large Language ModelsFull-text access may be available. Sign in or learn about subscription options.pp. 285-288
by Tommaso Soru, Jim Marshall
Prediction of Actions and Objects through Video Analysis Using Stepwise PromptFull-text access may be available. Sign in or learn about subscription options.pp. 289-293
by Tsukasa Hirano, Kengo Ozaki, Takeshi Morita
Prediction of actions and places by the time series recognition from images with Multimodal LLMFull-text access may be available. Sign in or learn about subscription options.pp. 294-300
by Tomohiro Ogawa, Kango Yoshioka, Ken Fukuda, Takeshi Morita
Zero-Shot Query Experiments in Knowledge Graph Reasoning Challenge for Older Adults SafetyFull-text access may be available. Sign in or learn about subscription options.pp. 301-305
by Ken Fukuda, Takanori Ugai, Shusaku Egami, Kyoumoto Matsushita
Event Prediction in Event-Centric Knowledge Graphs Using BERTFull-text access may be available. Sign in or learn about subscription options.pp. 306-310
by Takanori Ugai, Shusaku Egami, Ken Fukuda
NYC CrimeWatch: Crime Analysis ToolFull-text access may be available. Sign in or learn about subscription options.pp. 311-316
by Amarjeet Singh, Subham Kumar, Srividya Bansal
Complex Semantic Tabular Interpretation using SDD-GenFull-text access may be available. Sign in or learn about subscription options.pp. 317-322
by Matthew Johnson, Jeanette A. Stingone, Sofia Bengoa, James Masters, Deborah L. McGuinness
MetaMap: Facilitating Mapping Reuse and Lifecycle DocumentationFull-text access may be available. Sign in or learn about subscription options.pp. 323-328
by Sarah Alzahrani, Declan O’Sullivan
Decoding Online Hate in the United States: A BERT-CNN Analysis of 36 Million Tweets from 2020 to 2022Full-text access may be available. Sign in or learn about subscription options.pp. 329-334
by Shasank Sekhar Pandey, Alberto Garcia-Robledo, Mahboobeh Zangiabady
Enhancing End-to-End Multi-Task Dialogue Systems: A Study on Intrinsic Motivation Reinforcement Learning Algorithms for Improved Training and AdaptabilityFull-text access may be available. Sign in or learn about subscription options.pp. 335-340
by Navin Kamuni, Hardik Shah, Sathishkumar Chintala, Naveen Kunchakuri, Sujatha Alla
Advancing Audio Fingerprinting Accuracy with AI and ML: Addressing Background Noise and Distortion ChallengesFull-text access may be available. Sign in or learn about subscription options.pp. 341-345
by Navin Kamuni, Sathishkumar Chintala, Naveen Kunchakuri, Jyothi Swaroop Arlagadda Narasimharaju, Venkat Kumar
Designing and Analyzing ChatGPT-based Different Interaction Protocols: a Psychologist Point of ViewFull-text access may be available. Sign in or learn about subscription options.pp. 346-350
by Alessia Fantini, Giovanni Pilato, Gianpaolo Vitale
Leveraging DALI to Refine Route Planning by Dynamically Avoiding Risky POIsFull-text access may be available. Sign in or learn about subscription options.pp. 351-354
by Fabio Persia, Mouzhi Ge, Giovanni Pilato, Daniela D’Auria, Andrea Rafanelli, Stefania Costantini, Giovanni De Gasperis
Guided Evolution of Dense Blocks with Attention for CheXpert with Cultural AlgorithmsFull-text access may be available. Sign in or learn about subscription options.pp. 355-368
by Mark Nuppnau, Khalid Kattan, Robert G. Reynolds
Author IndexFreely available from IEEE.pp. 369-371
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