IEEE International Conference on Big Data

    Joint Session -

    Special Session on Understanding New Markets by Data Science, Social Science, and Economics

    International Workshop on Large-scale Data Utilization in Economics of Information and Management Sciences: Theory, Computation, and Experiment

    December 15th-18th, 2024 in conjunction with IEEE BigData 2024, Wahington DC, USA

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    Schedule

    Joint Session Day: 16th December, 2024 (8:25 - 18:10, US Eastern Standard Time)

    Joint Session Location: Bryce, Hyatt Regency Washington on Capitol Hill, 400 New Jersey Avenue, NW, Washington D.C., 20001, United States

    OPENING
    8:25

    [8:25-8:30]

    Teruaki Hayashi

    Opening Remarks

    8:30

    [8:30-8:50]

    Yukihisa Fujita

    Inferring Relationships between Tabular Data and Topics using LLM for a Dataset Search Task

    8:50

    [8:50-9:10]

    Takahiro Noguchi

    Reduction of Traffic Congestion by Using Chaotic Traffic Flow in a Scaled Traffic Model

    9:10

    [9:10-9:30]

    Kosuke Manabe

    Metadata-less Dataset Recommendation Leveraging Dataset Embeddings by Pre-trained Tabular Language Models

    9:30

    [9:30-9:50]

    Nobuhito Kon

    Coordinating Electric Vehicles: Impacts on Mobility-Service and Electricity Markets

    9:50

    [9:50-10:05]

    Vanessa Tenconi

    Copula-based approaches for anomaly detection: a case-study in financial forensics

    10:05

    [10:05-10:20]

    Kota Tanabe

    Enhancing Financial Domain Adaptation of Language Models via Model Augmentation

    10:20 Coffee Break
    10:30

    [10:30-10:50]

    Naoki Watanabe

    vNM Stable Sets and Aumann-Dr{¥`e}ze-Shapley Value in Patent Licensing of Cost-Reducing Technologies: Asymptotic Results in General Cournot Markets

    10:50

    [10:50-11:10]

    Masahiro Suzuki

    Refined and Segmented Price Sentiment Indices from Survey Comments

    11:10

    [11:10-11:30]

    Ayato Kitadai

    Examining the Feasibility of Large Language Models as Respondents in Questionnaire Survey

    11:30

    [11:30-11:45]

    Yuta Ojima

    Knowledge Management for Automobile Failure Analysis Using Graph RAG

    11:45

    [11:45-12:00]

    Wooyong Jung

    Hotspots of Eviction: Guiding Dual-Track Policy Intervention with Spatial Analysis

    12:00

    [12:00-12:15]

    Michiharu Yamashita

    OpenResume: Advancing Career Trajectory Modeling with Anonymized and Synthetic Resume Datasets

    12:15

    [12:15-12:30]

    Kenta Yamamoto

    Understanding User Interactions and Community Formation on Data Competition Platform

    12:30 Lunch
    14:00

    [14:00-15:05]

    Panel Discussion

    Ricardo Correa (FRB): Use of nontraditional data for macroeconomic analysis

    Noriyasu Kaneda (Bank of Japan): Opportunities and Challenges for AI-driven Research in Central Banking

    Nariaki Nishino (The University of Tokyo): Decision Analysis in Road Traffic using ETC2.0 Data

    Morimitsu Kurino (Keio University): On the data obtained from ride-hailing applications

    15:05 Short Break
    15:10

    [15:10-15:30]

    Takehiro Takayanagi

    Is ChatGPT the Future of Causal Text Mining? A Comprehensive Evaluation and Analysis

    15:30

    [15:30-15:45]

    Kentaro Ueda

    ForumPFN: Online Forum Post Fusion Network for Volatility Index Movement Prediction

    15:45

    [15:45-16:00]

    Eriko Shigetsugu

    Indexing Economic Fluctuation Narratives from Keiki Watchers Survey

    16:00

    [16:00-16:10]

    Naoki Watanabe

    What Information Hinders or Promotes Subjects' Meaningful Learning in a Bandit Experiment for Weighted Voting?: Mouse Tracking Evidence

    16:10

    [16:10-16:20]

    Teruaki Hayashi

    Metadata-based Data Exploration with Retrieval-Augmented Generation for Large Language Models

    16:20 Coffee Break
    16:30

    [16:30-16:50]

    Jun Sashihara

    Impact of Buyer Strategy and Market Size on Data Marketplace Dynamics: A Network-Based Simulation Study

    16:50

    [16:50-17:10]

    Masanori Hirano

    Evaluating Company-specific Biases in Financial Sentiment Analysis using Large Language Models

    17:10

    [17:10-17:30]

    Seiya Kawano

    ClaimBrush: A Novel Framework for Automated Patent Claim Refinement Based on Large Language Models

    17:30

    [17:30-17:50]

    Yu Takenoya

    Accounting for Traffic Congestion: Heterogeneous Target Arrival Times, Uncertainty, and Monetary Incentives

    17:50

    [17:50-18:00]

    Tetsuya Kawamura

    (Vision paper) The Effect of Cognitive Ability on Sender Behavior in Dictator and Ultimatum Game Experiments

    18:00

    [18:00-18:10]

    Naoki Watanabe

    Closing Remarks

    18:10 CLOSING

    Contact

    Dr. Teruaki Hayashi (co-chair)

    Email: hayashi -at- sys.t.u-tokyo.ac.jp

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