Tracking provenance in decision making between the human and autonomy

C Lucero, B Coronado, E Gustafson… - … EPCE 2018, Held as Part of …, 2018 - Springer
Provenance has been used as a measure of accountability, trust, and validity. Within the
context of Command and Control (C2), provenance can be utilized to track the decision …

L2TAP+ SCIP: An audit-based privacy framework leveraging Linked Data

R Samavi, MP Consens - 8th International Conference on …, 2012 - ieeexplore.ieee.org
We describe a framework designed to facilitate privacy auditing while accommodating a
variety of privacy scenarios and policies that involve multiple participants. Our proposal is …

Web-scale provenance reconstruction of implicit information diffusion on social media

I Taxidou, S Lieber, PM Fischer, T De Nies… - Distributed and Parallel …, 2018 - Springer
Fast, massive, and viral data diffused on social media affects a large share of the online
population, and thus, the (prospective) information diffusion mechanisms behind it are of …

TAPER: query-aware, partition-enhancement for large, heterogenous graphs

H Firth, P Missier - Distributed and Parallel Databases, 2017 - Springer
Graph partitioning has long been seen as a viable approach to addressing Graph DBMS
scalability. A partitioning, however, may introduce extra query processing latency unless it is …

[图书][B] Simplifying AI Explanations for the General User: Investigating the Efficacy of Plain Language for Explainability and Interpretability

K McNamara Jr - 2023 - search.proquest.com
The use of artificial intelligence (AI) and machine learning (ML) models in various domain
spaces continues to reveal the lack of understanding that end-users, and even developers …

PROV2R Practical Provenance Analysis of Unstructured Processes

M Stamatogiannakis, E Athanasopoulos… - ACM Transactions on …, 2017 - dl.acm.org
Information produced by Internet applications is inherently a result of processes that are
executed locally. Think of a web server that makes use of a CGI script, or a content …

Provenance for online decision making

A Sezavar Keshavarz, TD Huynh, L Moreau - Provenance and Annotation …, 2015 - Springer
It is commonly believed that provenance can be utilised to form assessments about the
quality, reliability or trustworthiness of data. Once presented with contradictory or …

Integrating provenance capture and UML with UML2PROV: Principles and experience

C Sáenz-Adán, B Pérez… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
In response to the increasing calls for algorithmic accountability, UML2PROV is a novel
approach to address the existing gap between application design, where models are …

Conversational intelligence analysis

A Toniolo, AD Preece, W Webberley… - Proceedings of the 17th …, 2016 - dl.acm.org
Social networks foster the development of social sensing to gather data about situations in
the environment. Making sense of this information is, however, a challenge because the …

UML2PROV: automating provenance capture in software engineering

C Sáenz-Adán, B Pérez, TD Huynh… - SOFSEM 2018: Theory and …, 2018 - Springer
In this paper we present UML2PROV, an approach addressing the gap between application
design, through UML diagrams, and provenance design, using PROV-Template. PROV …