DATA ANALYTICS 2022, The Eleventh International Conference on Data Analytics

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Type: conference

Notes: IARIA Conference.

Editors:
Ivana Semanjski, Ghent University, Belgium

ISSN: 2308-4464

ISBN: 978-1-61208-994-2

Location: Valencia, Spain

Dates: from November 13, 2022 to November 17, 2022

Articles: there are 11 articles

Overview of European Union Guidelines and Regulatory Framework for Drones in Aviation in the Context of the Introduction of Automatic and Autonomous Flight Operations in Urban Air Mobility
Elham Fakhraian, El-Houssaine Aghezzaf, Silvio Semanjski, and Ivana Semanjski
keywords: Unmanned Aircraft Systems (UAS), Drones, Urban Air Mobility (UAM), EU regulation, Regulatory framework.

Aircraft Path Planning for UAM Applications
Silvio Semanjski, Ignacio Querol Puchal, Ronald Ponguillo-Intriago, and Ivana Semanjski
keywords: Unmanned Aircraft Systems (UAS), Drones, Urban Air Mobility (UAM), Aircraft path planning, Path optimisation, A*, Visibility graphs

Trusting the Data Analytics Process from the Perspective of Different Stakeholders
Sven Gehrke, Sandra Niemz, and Johannes Ruhland
keywords: Trust; Data mining; CRISP DM; Stakeholder management.

Shapley Values based Regional Feature Importance Measures Driving Error Analysis in Manufacturing
Valentin Göttisheim, Holger Ziekow, Ulf Schreier, and Alexander Gerling
keywords: manufacturing quality management; error analysis; feature importance; Shapley Values; xAI; machine learning.

Practices for Data Sharing: An Empirical Survey
Andrei Raoul Morariu, Bogdan Iancu, and Jerker Björkqvist
keywords: data economy, data sharing, industrial operators

Using Deep Learning for Automated Tail Posture Detection of Pigs
Jan-Hendrik Witte, Johann Gerberding, and Jorge Marx Gómez
keywords: recision livestock farming; tail biting; tail posture; deep learning; computer vision

The Use of Multi-Step Markov Chains in the Characterization of English Literary Works
Clement Leung and Chenjie Zeng
keywords: English literature; Markov model; Multi-step Markov chain; Shakespearean plays; sparse matrix

Towards Style Classification for Fashion Recommender Systems
René Kessler and Jorge Marx Gómez
keywords: E-Commerce, Recommender Systems, Style Classification, Deep Learning, Explainable AI

Detecting Signs of Mental Disorders on Social Networks: a Systematic Literature Review
Ayrton D. R. Herculano, Glauco R. S. Gomes, Damires Y. S. Fernandes, and Alex S. C. Rêgo
keywords: mental health; social media; pre-processing; labeling; systematic review.

Privacy Protected Identification of User Clusters in Large Organizations based on Anonymized Mattermost User and Channel Information
Igor Jakovljevic, Martin Pobaschnig, Christian Gütl, and Andreas Wagner
keywords: Data Privacy; Open Data; Large Organizations; Clustering.

Twitter Sentiment Analysis: A Survey in Cricket and Bollywood
Nayantara Kotoky, Smiti Singhal, Anushka Sharma, and Dhara Ajudia
keywords: Twitter; Sentiment analysis; Text mining; Co-occurrence Network