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A Reference Model for Information Quality in an IT Governance Context
Dirk Steuperaert, Geert Poels, Jan Devos
https://arxiv.org/abs/2405.04558 https://

A Reference Model for Information Quality in an IT Governance Context
IT Governance systems are increasingly required to keep todays organizations functioning. IT Governance requires a holistic system of interacting components, including processes, organizational structures, information, and others. Performance management of IT Governance systems is of utmost importance to maintain their effectiveness. Capability models are used to assess and manage IT Governance process performance, whereas similar mechanisms are lacking for other types of IT Governance system c…

This https://arxiv.org/abs/2310.04329 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csHC_…

Pika: Empowering Non-Programmers to Author Executable Governance Policies in Online Communities
Internet users have formed a wide array of online communities with nuanced and diverse community goals and norms. However, most online platforms only offer a limited set of governance models in their software infrastructure and leave little room for customization. Consequently, technical proficiency becomes a prerequisite for online communities to build governance policies in code, excluding non-programmers from participation in designing community governance. In this paper, we present Pika, a …

From COBIT to ISO 42001: Evaluating Cybersecurity Frameworks for Opportunities, Risks, and Regulatory Compliance in Commercializing Large Language Models
Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul Watters, Raza Nowrozy, Malka N. Halgamuge
https://arxiv.org/abs/2402.15770

From COBIT to ISO 42001: Evaluating Cybersecurity Frameworks for Opportunities, Risks, and Regulatory Compliance in Commercializing Large Language Models
This study investigated the integration readiness of four predominant cybersecurity Governance, Risk and Compliance (GRC) frameworks - NIST CSF 2.0, COBIT 2019, ISO 27001:2022, and the latest ISO 42001:2023 - for the opportunities, risks, and regulatory compliance when adopting Large Language Models (LLMs), using qualitative content analysis and expert validation. Our analysis, with both LLMs and human experts in the loop, uncovered potential for LLM integration together with inadequacies in LL…

This https://arxiv.org/abs/2311.12573 has been replaced.
initial toot: https://mastoxiv.page/@arXiv_csCY_…

Moderating Model Marketplaces: Platform Governance Puzzles for AI Intermediaries
The AI development community is increasingly making use of hosting intermediaries such as Hugging Face provide easy access to user-uploaded models and training data. These model marketplaces lower technical deployment barriers for hundreds of thousands of users, yet can be used in numerous potentially harmful and illegal ways. In this article, we explain ways in which AI systems, which can both `contain' content and be open-ended tools, present one of the trickiest platform governance challenge…

Hedonic Models Incorporating ESG Factors for Time Series of Average Annual Home Prices
Jason R. Bailey, W. Brent Lindquist, Svetlozar T. Rachev
https://arxiv.org/abs/2404.07132

Hedonic Models Incorporating ESG Factors for Time Series of Average Annual Home Prices
Using data from 2000 through 2022, we analyze the predictive capability of the annual numbers of new home constructions and four available environmental, social, and governance factors on the average annual price of homes sold in eight major U.S. cities. We contrast the predictive capability of a P-spline generalized additive model (GAM) against a strictly linear version of the commonly used generalized linear model (GLM). As the data for the annual price and predictor variables constitute non-…