generative ai

Supplementary Dataset and Benchmark Logs: From Semantic Retrieval to Conversational Agent

This repository contains the supplementary materials and experimental data supporting the research article: "From Semantic Retrieval to Conversational Agent: A Web-Based RAG Architecture for Interactive System Dynamics Modeling". The dataset is divided into two primary components: the source model environment (search s...

Supplementary Materials for "An Action Research on Generative AI-Based 'Wide-Area Research' for Mitigating the Usage Gap in the Art Field" (미술현장의 정보격차 해소를 위한 생성형 AI 기반 '광역 리서치' 실행연구 보충자료)

This dataset provides the supplementary materials for the article "An Action Research on Generative AI-Based 'Wide-Area Research' for Mitigating the Usage Gap in the Art Field" (in Korean). It contains the controlled-vocabulary codebook (24 concepts), the full article-level coding results for 310 articles collected ove...

‘A bit of chaos and madness’: the AI assessment scale and the work of assessment reform

Generative artificial intelligence (GenAI) has intensified pressure on universities to redesign assessment while maintaining integrity, equity, and validity. Frameworks such as the Artificial Intelligence Assessment Scale (AIAS) offer one response, but evidence of how faculty experience their implementation remains lim...

R Code for Regional Analysis: Automated Visualization and Image Export for Japanese Municipal Finance Using ggplot2 and patchwork 地域分析のためのRコード:ggplot2とpatchworkを用いた地方自治体財政指標の自動グラフ化および一括画像出力

本Rスクリプトは、地方財政分析のために設計された、ggplot2およびpatchworkを活用した自動・高性能なグラフィック生成モジュールである。先行リポジトリ(https://zenodo.org/records/20258441)で構築したデータ抽出パイプラインのシームレスな可視化拡張として機能し、論文・報告書クオリティの個別チャートや複数指標を統合したダッシュボード...

No Easy Fix to Countering AI-Generated Visual Disinformation: The (in)Effectiveness of AI-Labels, Fact-Check Labels and Community Notes

As generative AI makes it easier to create synthetic visuals, AI-driven visual disinformation isbecoming more common on social media. However, while much research highlights its potentialharm, less is known about how to reduce its potential to mislead. In this study, we thereforeconducted a preregistered online experim...

Ten-Year Panel of Japanese Municipal Finance from the Local Government Financial Settlement Survey

This R script (make_kessan10_csv.R) converts the Local Government Financial Settlement Survey (市町村別決算状況調), published by the Ministry of Internal Affairs and Communications on its annual pages of local government financial status survey materials, into machine-readable CSV. The source workbooks are print-orient...

MANUSAKSI-AI v1.1 A Human-Authenticated Framework for Documenting Human–AI Interaction, Emergent Experience, and Human–AI Lexicon

Generative Artificial Intelligence is increasingly becoming part of human thinking, writing, research, creativity, decision-making, and everyday conversation. This development creates a methodological problem for documenting Human-AI interaction: how can a human experience involving AI be recorded without allowing AI-g...

Nonnegative Multiweight Smith Profiles and Contracted Strata of Shared-Socle Jordan Degenerations

This article studies one-parameter degenerations of chains of nilpotent Jordan blocks joined along their socle vectors. It gives a complete Smith-normal-form description of the associated self-extension torsion for arbitrary chain length and all nonnegative edge valuations. The result includes an explicit path-matching...

Generative AI use and perceptions among accounting and auditing undergraduates in Ecuador

Contents survey_responses_deidentified.csv — 327 responses, 60 variables. UTF-8, comma-separated, one row per respondent. codebook.csv — One row per variable: name, original questionnaire header, question stem, item, type, and observed values. STUDY A cross-sectional online survey of undergraduates enrolled in Accounti...

Generative AI use and perceptions among accounting and auditing undergraduates in Ecuador

Contents survey_responses_deidentified.csv — 327 responses, 60 variables. UTF-8, comma-separated, one row per respondent. codebook.csv — One row per variable: name, original questionnaire header, question stem, item, type, and observed values. STUDY A cross-sectional online survey of undergraduates enrolled in Accounti...

Nonnegative Multiweight Smith Profiles and Contracted Strata of Shared-Socle Jordan Degenerations

This article studies one-parameter degenerations of chains of nilpotent Jordan blocks joined along their socle vectors. It gives a complete Smith-normal-form description of the associated self-extension torsion for arbitrary chain length and all nonnegative edge valuations. The result includes an explicit path-matching...

Artificial intelligence and generative AI in entrepreneurship education: A systematic review of competency development, entrepreneurial intention, and the sustainability disconnect