DA: Decision Analytics and Service Science

DA-2

Advancing the Twin Transition: Digital Technologies in Sustainable Service Ecosystems and the Circular Economy

Jan 7
8:00 AM – 9:30 AM
Regency Boardroom

Papers (3)

  • Digital Sustainability Definitions: The Same but Different
    Thorsten Schoormann, Johanna Paeplow, Frederik Möller
  • Decoding the Twin Transformation in B2B Firms – A Taxonomy of Digital and Sustainable Business Model Approaches
    Lisa Drees, Carolin Maass
  • Financing Sustainable Innovation: How VC and CVC Shape Start-up Autonomy, Networks, and Culture
    Alexander Werbik, Valerie Bitzer, David Griesbach

DA-8

AI, Platforms, and Ecosystems in Digital Services

Jan 7
8:00 AM – 9:30 AM
Lahaina 4

Papers (3)

  • Cracking the AI Code: Understanding the Boundaries of AI-Driven Promotions in Consumer-Packaged Goods
    Valeria Penttinen, Magnus Hultman, Johanna Frösén
  • Design for Function, not Feeling: How Data-Driven Product Design Influences Consumer Perception
    Timo Briem, Dominic Schober
  • AI in International Marketing: How Digital Service Firms Standardize and Adapt Marketing Across Borders
    Arto Ojala, Thilini Mudiyanse, Sara Fraccastoro, Mika Gabrielsson

DA-5

AI System Evaluation

Jan 7
8:00 AM – 9:30 AM
Monarchy 2

Papers (3)

  • Towards Quantifying Compliance with the EU AI Act
    Tobias Clement, Phuc Truong Loc Nguyen, Stefan Arnold
  • On the Feasibility of Vision-Language Models for Time-Series Classification
    Vinay Prithyani, Mohsin Mohammed, Richa Gadgil, Ricardo Buitrago, Vinija Jain, Aman Chadha
  • Small Language Models for Curriculum-based Guidance
    Konstantinos Katharakis, Sippo Rossi, Raghava Rao Mukkamala

DA-13

Cyber Deception and Cyberpsychology for Defense

Jan 7
8:00 AM – 9:30 AM
Monarchy 7

Papers (3)

  • Inferring Attacks on a Distributed Honeyfarm Using Adversary Emulation and Centralized Threat Detection
    Sergio Fadanelli, Thuy Nguyen, Neil Rowe
  • Evidence of Cognitive Biases in Capture-the-Flag Cybersecurity Competitions
    Carolina Carreira, Anu Aggarwal, Alejandro Cuevas, Maria José Ferreira, Hanan Hibshi, Cleotilde Gonzalez
  • Translating and Validating Loss Aversion for Cyber Security
    Siyu Deng, Mohammad Nazim, Danilo Romero, Sridhar Venkatesan, Palvi Aggarwal, Christopher Kiekintveld

DA-20

Digitization of the Individual – Personal Decision Analytics

Jan 7
8:00 AM – 9:30 AM
Lahaina 4

Papers (1)

  • Understanding Dietary Transitions through Digital Narratives: A Computational Perspective on Personal Sustainability Decisions
    Mohina Gandhi, Abhishek Pratap Singh, Arpan Kumar Kar, Lucia A. Reisch

DA-36

Social Robots - Robotics and Toy Computing

Jan 7
8:00 AM – 9:30 AM
Monarchy 1

Papers (4)

  • Designing Conversational AI for Social Robots in Corporate Contexts: A Case Study on Customizing LLMs through Action Research
    Marcel Leichtle, Sven Schultze, Nils Lucas Schönfeld, Nadine Homburg, Ruth Maria Stock-Homburg
  • Understanding Physicians’ Continued Use of Robotic Surgical Navigation Systems: An Integrated TAM–TPB Perspective
    Chia-Lun Lo, Hsiao-Ting Tseng
  • On the Dark Side of AI Companions – How a Parasocial Preference for a Social Chatbot Can Lead to Pathological Chatbot Use
    Lara Fröbel, Alexander Louis, Peter Kenning
  • A Review of EEG and Eye-Tracking Applications in Human-Robot Interaction Across Domains
    Yu-Ling Yang , Chia-Ming Li, Chiao-Ning Hsu, Wan-Yi Liu, Ai-Ai Chen, Meng-Chi Kuo, Shih-Yi Chien

DA-9

AI, Platforms, and Ecosystems in Digital Services

Jan 7
10:00 AM – 11:30 AM
Lahaina 4

Papers (3)

  • Marketing Analytics in the Digitized B2B Landscape: Insights into Lead Generation in Software-as-a-Service Firms
    Amelia Hassan, Joel Mero, Tommi Laukkanen
  • Cloud or On-Premise? A Strategic View of Large Language Model Deployment
    Jiaqi Shi, Zhoupeng (Jack) Zhang , Shaojie Tang
  • Domino Effects of AI: Spillovers from New App Launches on Developer Portfolio
    Yalda Hojjati, Niyanta Sookraj, Pankush Kalgotra

DA-6

AI System Evaluation

Jan 7
10:00 AM – 11:30 AM
Monarchy 2

Papers (4)

  • Why do Large Language Models Judge Differently than Humans? An Examination of Sentiment Analysis of Movie Reviews
    Nils Messerschmidt, Amir Sartipi, Antragama Ewa Abbas, Orestis Papageorgiou, Igor Tchappi, Gilbert Fridgen
  • AI-Enabled Forensic Risk Assessment: TRAP-18 System Architecture and Proof of Concept
    Marvin Acklin, Kyler Edginton, Kailey Topping, Reid Meloy, Julia Kupper
  • Designing Algorithmic Ensembles for Fair and Accurate AI-based Mammography Screening
    Eren Ahsen, Mehmet Ayvaci, Cetin Ozeken
  • Reinforcement Learning for Adversarial Systems Using Relational Observations
    Sophia Gilson, Xiaodong (Frank) Zhang, Trevor Bihl, Bruce Cox

DA-14

Cyber Deception and Cyberpsychology for Defense

Jan 7
10:00 AM – 11:30 AM
Monarchy 7

Papers (2)

  • Exploiting Base Rate Neglect to Disrupt and Distract Cyber Attackers
    K Raghav Bhat, Robert Gutzwiller, Sean Guarino, Spencer Lynn, Benjamin Clegg, Joel Hypolite, Michael Sieffert, Michael Locasto, David Kelle, Max Slocum, Curt Wu, Scott Harrison, Matthew Revelle, Susan Latiff
  • Agentic AI for Cyber Deception: A Gestalt Game-Theoretic Approach to Defending Against Botnet DDoS Attacks
    Quanyan Zhu, Muhammad Akram Al Bari

DA-24

Gamification

Jan 7
10:00 AM – 11:30 AM
Maui Suite 2

Papers (3)

  • Gamifying Climate Change: How Climate-Oriented Boosts Influence Strategy in a Virtual Reality Common Pool Resource Game
    Anna Boros, Mikolaj Biesaga, Karolina Ziembowicz, Weronika Lewandowska, Szymon Talaga, Bernhard Spanlang, Manuel Jesús Pérez Zurera, Roger Puig Ganza, Andrzej Nowak, Wiesław Bartkowski
  • The Role of Technological Setup in Shaping a Satisfying User Experience in Mixed Reality Games: An Empirical Investigation
    Zhongyun Zhou, Weichen Li, Scott Thiebes, Xiao-Ling Jin
  • Gamification Research for Autistic People: A Scientometric Analysis and Scoping Review
    Lais Aparecida de Souza Oliveira, Luiz Oliveira da Silva Junior, Wilk Oliveira, Aiganym Soltiyeva, Juho Hamari

DA-37

Social Robots - Robotics and Toy Computing

Jan 7
10:00 AM – 11:30 AM
Monarchy 1

Papers (2)

  • Designing Socially Grounded Data Pipelines for Training and Operating Socially Intelligent Robots: Challenges and Future Directions
    Aaron Elkins, Sanchit Singh, Mary Pourebadi, Uyiosa Amadasun, Aman Chadha, Kaveh Abhari
  • Mixed Reality and Social Robots for Meditation: A Review and Recommendation
    HAO AN TSENG, Khusrav Badalov, Patrick Hung, Young Yoon

DA-1

Adaptive AI and Decision Intelligence for Sustainable Systems and Green IS

Jan 7
2:00 PM – 3:30 PM
Regency Boardroom

Papers (4)

  • How Stakeholders Perceive Generative AI in Sustainability Reports: Assistance or Interference?
    Niclas Brune, Björn Hinsberger
  • Toward a Holistic Conceptualization of Green Coding: A Multi-Level Perspective on Sustainable Software Practices
    Ram Gurung, Muhammad Asif Khan, Dominik Siemon, Jari Porras
  • Large Language Models Based In-Context Learning for Early Stage Building Life Cycle Assessment
    Hyeyun Eunice Jung, Muran Yu, Jie Wang, Kincho Law, Michael D Lepech
  • A Scalable Distillation and Metric-Learning Pipeline for Adaptive Weed Classification on Edge Devices
    Abderrezak Allalen, Omar El-Gayar

DA-7

AI System Evaluation

Jan 7
2:00 PM – 3:30 PM
Monarchy 2

Papers (2)

  • Capturing Authorship Style Through Large Language Models
    Julia Rayz, Anuj Dubey
  • Mining Hidden Prompt Engineering Patterns with Formal Concept Analysis and Association Rules
    Antonia Tolzin, Tobias Hille, Nils Knoth, Andreas Janson

DA-21

Explainable Artificial Intelligence

Jan 7
2:00 PM – 3:30 PM
Maui Suite 5

Papers (3)

  • The Role of Explainable AI (XAI) in Organizational Performance: An Empowerment Perspective
    Jun Wu, Ariel Kam Ha Lui, Yiliao Song, Samar Fatima, Yee Ling Boo
  • Improving LLM Interpretability with User-Centric Chain-of-Thought Reasoning
    Philipp Schröppel
  • Interpretability and Control in Forecasting Support Systems
    Leif Feddersen, Catherine Cleophas

DA-22

Explainable Artificial Intelligence

Jan 7
4:00 PM – 5:30 PM
Maui Suite 5

Papers (3)

  • A Dimensionality-Reduced XAI Framework for Roundabout Crash Severity Insights
    Rohit Chakraborty, Subasish Das
  • Experience Over Explanation: Perceived Transparency in AI-Based Skin Cancer Detection
    Paula Jaki, Lukas Knaus, Alexander Benlian
  • Rationales Derived from Seeking the Stars: A Global XAI Approach for Star Rating Estimations of Reasoning LLMs Based on Textual Online Consumer Reviews
    Markus Binder

DA-41

Transformative Service Systems for a Sustainable World

Jan 7
4:00 PM – 5:30 PM
Regency Boardroom

Papers (3)

  • Adoption of Power Balancing Technologies
    Mariusz Przybylik, Yochanan Shachmurove, Paweł Kossecki
  • Generational Diversity as a Driver of Vibrant Retail Districts
    GeonYul Shin, Sohui Kim, Do Hyeon Kim, Min Ho Ryu
  • Value Co-Destruction on Individual Experiencing Vulnerabilities: Scale Development and Validation on Mothers’ Online Discussion Forums
    Nila Windasari, Aulia Solikhan, Cindy Meylinda

DA-15

Data Science and Machine Learning to Support Business Decisions

Jan 8
8:00 AM – 9:30 AM
Monarchy 2

Papers (4)

  • Tackling Managerial Cognitive Limitations by Harnessing Artificial Intelligence
    Jukka Niittymaa, Mika Ruokonen
  • Prompting for the Unknown: Leveraging In-Context-Learning for Few-Shot Open Set Classification
    Alexander Grote, Anuja Hariharan, Christof Weinhardt
  • Self-Training Approach for Smishing Detection in Multilingual and Low-Resource Settings
    Natalia Krawczyk, Barbara Probierz, Celina Olszak, Jozef Zurada, Zahra Hatami, Jan Kozak
  • Optimal Device-Type Inference in Cyber-Physical Systems Using Packet Data and Expert Rules
    Nathanael Brown, Jared Gearhart, Amanda Wilson, Meghan Sahakian

DA-18

Digital Service Design, Innovation, and Management

Jan 8
8:00 AM – 9:30 AM
Maui Suite 4

Papers (4)

  • Co-Designing Service Systems for Public Robotics: A Design Science Approach to Business Model Innovation
    Björn Kral, Daniel Sivizaca Conde, Martin Gersch
  • Potentials and Limitations of Generative AI in Smart Service Development
    Jakob Guhl, Maximilian Feike, Jan Mackensen, Carl Alexander Noack, Nicole Gladilov, Richard Zowalla, Jens Neuhüttler
  • When the Bad Apps Go Away: The Spillover Effect of Removing Unethical Apps from Rankings on Ethical Apps’ Performance
    Keran Duan, Ziliang Yang, Xi Zhang
  • Unpacking Passive Innovation Resistance and Openness to Data Sharing in Pay-as-You-Drive Tariff Acceptance
    Ajurthan Rameskumar, Mario Schaarschmidt

DA-27

Human Roles and Skills in AI-based Services

Jan 8
8:00 AM – 9:30 AM
Regency Boardroom

Papers (2)

  • “I want to talk to a human!” – Perceived Humanness Increases Satisfaction with an AI-driven Customer Service Chatbot
    Eve Weckström, Essi Pöyry, Petri Parvinen
  • Algorithmic Decision-Making in Public Services: Two Empirical Cases of Algorithmic Incompetence
    Pouria Akbarighatar, Tapani Rinta-Kahila, Ida Asadi Someh

DA-3

Age and Generational Aspects in Technology Acceptance and Use

Jan 8
10:00 AM – 11:30 AM
Maui Suite 4

Papers (3)

  • Innovating with Publicly Available LLMs at Work: A Lifespan Perspective
    Farhan Ahmad, Matti Mäntymäki
  • What Makes or Breaks an Immersive Online Customer Journey? Digital Native Generation Z Customers’ Experiences
    Tiina Kaleton, Matilda Holkkola, Tiina Kemppainen, Lauri Frank
  • Generational Gender Differences in the Role of Time in 360-Virtual Shopping
    Ihfaz Ahmed, Heli Hallikainen, Tommi Laukkanen

DA-16

Data Science and Machine Learning to Support Business Decisions

Jan 8
10:00 AM – 11:30 AM
Monarchy 2

Papers (3)

  • A Multi-Task Learning Approach for Predicting Capacity Expansion Timing and Requirements in Colocation Datacenters
    Neda Zarayeneh, Pegah Mavaie, Ravigopal Vennelakanti
  • A Dynamic Capabilities Perspective on Restaurant Demand Forecasting: Insights from a Large Restaurant Chain
    Bongsug Chae, Chwen Sheu, Eunhye Park
  • Anomaly Detection in Multivariate Time Series: Combining LSTM Autoencoders with Contrastive Learning
    Sooyon Seo, Sora Jang, Moohong Min

DA-19

Digital Service Design, Innovation, and Management

Jan 8
10:00 AM – 11:30 AM
Maui Suite 4

Papers (1)

  • From Engineering to Shaping: A Multiple Case Study on Advancing Service Systems Engineering through Continuous Value Shaping
    Polina Rajko, Jannika Schäfer, Daniela Angelova, Tilo Böhmann

DA-4

AI Safety, Cybersecurity, and Inclusion through Text Analytics

Jan 8
2:00 PM – 3:30 PM
Maui Suite 5

Papers (2)

  • Identifying and Mitigating Risks Emerging from Uncertainty in AI Agents: A Stakeholder-Centered, Scenario-Based Approach
    David Sonnabend, Philipp Reinhard, Mahei Li
  • Robust Sentiment Analysis in Service Systems: Enhancing XLNet with Adversarial Training
    Laxmi Shaw, Tahir Ekin

DA-17

Data Science and Machine Learning to Support Business Decisions

Jan 8
2:00 PM – 3:30 PM
Monarchy 2

Papers (3)

  • Health Comes at a Hidden Cost: Strategic Pricing and Equity in Heart Supplement Markets
    Li Zeng, Ziqi Hang
  • Role-Aware Backbone Extraction and Visualization of Financial Transaction Networks via Asymmetric Non-negative Matrix Factorization
    Aparajita Bose, Byunghoon Kim, Seungbeom Kim, Byungchul Choi
  • Learning to Balance: Equitable Districting and Routing in Last-Mile Logistics via Graph Neural Networks
    Vanessa Haustein, Gunther Gust

DA-35

Practitioner Research Insights: Applications of Science and Technology to Real-World Innovations

Jan 8
4:00 PM – 5:30 PM
Monarchy 5

Papers (4)

  • Needs Translation: Advocating for Marginalized Communities in Tech Design
    Apryl Williams, Kyla Brathwaite, Jasmine Banks, Erykah Benson, Mel Monier, Janae Sayler, Gabriel Paredes
  • Artificial Intelligence and Product Manager 2.0
    Brandon Fleming, Gheorghe Velcsov
  • Pricing Models for Agentic AI Services: A Multi-Sided Market Analysis
    Emre Ertan, Kerem Tomak
  • The Hidden Cost of Cybersecurity Groupthink: A Case for Ethical Diversity
    Angela Li, Regina Guzanova

DA-25

GeoArtificial Intelligence (GeoAI), Location Analytics, and GIS in the System Sciences

Jan 9
8:00 AM – 9:30 AM
Monarchy 2

Papers (4)

  • New Possibilities, New Responsibilities: Ethical Challenges and Guidance for Location Tracking Device-based Research in Supply Chains
    Björn Asdecker, Vanessa Felch
  • The Role of Alcohol Availability and Community-level Factors on Fatal and Non-Fatal Overdoses
    Kendra Stepnowski, Aleksandra Snowden, Constance Kostelac
  • Interactive Spatiotemporal Visualization for Understanding the Spread of Invasive Species
    Hannah Zong, Xingyu Jiang, Cheryl Qian, Nicole Kong, Songlin Fei, Yingjie Chen
  • Mining Customer Journeys to Uncover Empirical Retail Agglomerations
    Manil Wagle , Joe Aversa, Tony Hernandez, Sean Doherty

DA-30

Leveraging Financial Data with Big Data Tools or Generative AI

Jan 9
8:00 AM – 9:30 AM
Regency Boardroom

Papers (2)

  • Beyond Zero-Shot: Enhancing LLM Financial Complaint Classification with Relevancy-Driven RAG-Based Few-Shot Prompting
    Manaranjan Pradhan, Naga Vemprala, Naveen Gudigantala
  • FA-RAG: Financial Advice System Using RAG Based on LLMs
    Julian Miwa, Da Li, Tadahiko Kumamoto, Yukiko Kawai

DA-31

Natural Language Processing and Large Language Models Supporting Data Analytics for System Sciences

Jan 9
8:00 AM – 9:30 AM
Lahaina 2

Papers (4)

  • Evaluating Summarization Quality of Locally Hosted 3-Billion Parameter Large Language Models
    Erick Tyndall, Torrey Wagner, Neil Ranly, Winston Wu, Brent Langhals
  • Large Language Models as Games
    Trevor Bihl
  • Detection of Contradictions and Inconsistencies in Regulatory Documents using Prompt-Engineering
    Gerrit Schumann, Jorge Marx Gómez, Hergen Pargmann
  • Advancing Harmful Content Detection in Organizational Research: Integrating Large Language Models with Elo Rating System
    Mustafa Akben, Aaron Satko

DA-10

Artificial Intelligence-powered Devices and Sensors

Jan 9
10:00 AM – 11:30 AM
Maui Suite 4

Papers (2)

  • Railroad Track Defect Detection Using YOLO Models: A Comparative Study
    Abdul-Rashid Zakaria, Charles Walter, Pasi Lautala, Thomas Oommen, Hong Xiao
  • AI Application in Semiconductor Manufacturing: A Patent-driven Approach
    Dohee Kim, Hangjung Zo

DA-26

GeoArtificial Intelligence (GeoAI), Location Analytics, and GIS in the System Sciences

Jan 9
10:00 AM – 11:30 AM
Monarchy 2

Papers (4)

  • Geospatial Analysis of Wildfire Impact and Predictive Modeling of Susceptibility: A Case Study of Maui, Hawaii and California
    Jiyue Zhao, Shiwei Fang, Sheng Tan, Sen He, Zi Wang
  • Vision-Language Models (VLMs) in GeoAI Systems: Enhancing Brownfield Change Detection through Semantic Reasoning
    Sai Kiran Srivatsav Gollapalli, Konrad Dürrbeck, Asifuzzaman Lasker, Daniel Reich, Obaidullah Sk Md, Roland Fischer
  • Structured Pixels: Satellite Imagery as the Cause in Causal Effect Estimation
    Chien Lu, Thomas Chadefaux
  • Rethinking Retail Location Decisions: Industry insights into Decision-making Practice
    Tony Hernandez, Joe Aversa

DA-29

Interactive Visual Analytics for AI, Knowledge Integration, and Decision Intelligence

Jan 9
10:00 AM – 11:30 AM
Regency Boardroom

Papers (3)

  • StyleScript: A Structured Data Augmentation Framework for Transformer-Based OCR in Engineering Documents
    Farshid Javadnejad, Jiang Li, Samual Kovacic, Andres Sousa-Poza, Wael Khallouli
  • VisPile: A Visual Analytics System for Analyzing Multiple Text Documents With Large Language Models and Knowledge Graphs
    Adam Coscia, Alex Endert
  • A Visual Analytics Framework for Imputing Incomplete Time-Series Data
    Hanbyul Yeon, Yun Jang

DA-32

Natural Language Processing and Large Language Models Supporting Data Analytics for System Sciences

Jan 9
10:00 AM – 11:30 AM
Lahaina 2

Papers (3)

  • Beyond RAG: A LLM-Based FAQ Matching Framework for Real-Time Decision Support in Contact Centers
    Garima Agrawal, Sashank Gummuluri, Cosimo Spera
  • AutoTheme: A Multi-Agent Framework for Inductive Thematic Analysis with LLMs
    Abdullah Wahbeh, Omar El-Gayar, Mohammad Al-Ramahi, Tareq Nasralah, Ahmed Elnoshokaty
  • A Domain-Adaptive Soft Prompting Framework for Multi-Type Bias Detection in News
    Chengjun Zhang, Benjamin Ampel, Sagar Samtani

DA-23

Game-Changing Analytics in Sports

Jan 9
2:00 PM – 3:30 PM
Regency Boardroom

Papers (4)

  • Spatial-Competitive Analytics in Professional Bass Fishing: A Network-Based Framework for Location Strategy Analysis
    Bradley Congelio
  • Will They Be More Honest With an (External) Proctor? Evaluating UFC Match Performance Before and After the Adoption of the USADA Doping Program
    Moonsup Hyun, Wonsok (Frank) Jee, Sehwon Kang, Yo Han Lee
  • Thrown or Thriving: Modeling Buckoff Risk in Professional Bull Riding
    Ivy Collins, Clay Collins
  • A Pilot Comparison of Open-Source and Proprietary Player Tracking Systems for Collegiate Athletics
    Sean Davis, Julian Kahn, Kristi Sweeney

DA-33

Natural Language Processing and Large Language Models Supporting Data Analytics for System Sciences

Jan 9
2:00 PM – 3:30 PM
Lahaina 2

Papers (2)

  • Evaluation of Information Extraction Algorithms for Preserving Analogical Semantics within Knowledge Graphs
    Kara Combs, Lance Champagne, Grace Lemming, Trevor Bihl
  • Trajectory-Aware Topic Mining: A Domain-Adaptive and Geometry-Preserving Framework for Identifying Promising Technologies
    SeokYeon Jo, KyungMin Kwon, HanJun Lee

DA-34

Networks, Digital Twins, and AI

Jan 9
2:00 PM – 3:30 PM
Maui Suite 1

Papers (2)

  • Toward Smart City Digital Twins: Bridging Preparation and Response Phases in Urban Flood Evacuation through Agent-Based Modeling
    Fuko Nakai, Sarah Wise, Hitomi Nakanishi, Wendi Han, Shinichiro Nakamura, Kensuke Otsuyama, Kei Yoshimura, Yoshihide Sekimoto
  • Bridging Flood Sensing and Traffic State Estimation for Roadside Flood Sensor Placement: A Bayesian Network-based Approach
    Xiyu Pan, Neda Mohammadi, John Taylor

DA-38

Soft Computing: Theory Innovations and Problem-Solving Benefits

Jan 9
2:00 PM – 3:30 PM
Lahaina 2

Papers (2)

  • Enhancing Group Decision-Making through Large Language Models for Semantic Filtering of Expert Opinions
    José Ramón Trillo, Julia García-Cabello, Juan Miguel Tapia, Sergio Alonso, Juan Antonio Morente-Molinera
  • Federated Learning for Brain Tumor Classification from MRI: A Comparison of MLP and ConvNeXt Approaches under IID and Non-IID Data Scenarios
    Giustino Miglionico, Michela Fazzolari, Pietro Ducange, Francesco Marcelloni, Fabrizio Ruffini

DA-11

Big Data and Analytics: Evolutionary Analytics

Jan 9
4:00 PM – 5:30 PM
Regency Boardroom

Papers (2)

  • Refining Neural Network Interpretability through Activation Modification
    Nigar Mammadova
  • Using Knowledge Graphs to Test for the Presence of Hallucinations in Closed RAG-based and Custom GPT-based LLM Systems
    Granville Miller

DA-12

Computational Consciousness and Awareness

Jan 9
4:00 PM – 5:30 PM
Regency Boardroom

Papers (2)

  • A vs. I in AI: Is there a Threshold to “Engineered” Intelligence?
    Joshit Mohanty
  • Computational Consciousness and Awareness: Issues and Challenges
    Stephen Kaisler, Brittany I. Davidson, Abzatdin Adamov

DA-39

Soft Computing: Theory Innovations and Problem-Solving Benefits

Jan 9
4:00 PM – 5:30 PM
Lahaina 2

Papers (3)

  • Embracing Uncertainty in Human Activity Recognition: A Fuzzy Logic Framework for Interpretable and Context-aware Reasoning
    David Díaz Jiménez, Carmen Martínez-Cruz, Juan F. Gaitán-Guerrero, José Luis López Ruiz, Antonio P. Albín, Macarena Espinilla
  • Emotions in Collective Risk Dilemmas Using Fuzzy Linguistic Rules
    Manuel Chica, Oscar Cordon, Hussein Abbass
  • Analyzing Protocols of Information Granularity Allocation to Compute Missing Values in Intuitionistic Reciprocal Preference Relations
    Juan Carlos González-Quesada, David Díaz Jiménez, Ignacio Perez Gálvez, Enrique Herrera-Viedma, Francisco Cabrerizo

DA-40

Technology and Economics in AI-assisted Markets

Jan 9
4:00 PM – 5:30 PM
Maui Suite 4

Papers (2)

  • Trade Wars and Digital Transformation: Evidence from China
    xinjun yang, Haoyuan Liu, John Qi Dong, Anandasivam Gopal
  • Toward Effective AIGC for Marketing: A Theory-Driven System Design and Empirical Evaluation
    Bruce Yang, Junjing Huang, Xiaofan Li, Dandan Qiao