Temporal Pattern Analysis of Baggage Impact on Flight Operations

Necip Gozuacik, Adem Tekinbas, Engin Sag, Onur Adiguzel, Sibel Malkos

2025

Abstract

Transportation hubs like airports are increasingly complex due to globalization, resulting in diverse operations and stakeholders with often conflicting objectives. Operational inefficiencies, exacerbated by unpredictable demand and external factors such as weather, can cause economic losses and reduce sustainability. This paper aims to apply holistic approach via exploratory data analysis, integration of datasets, advanced pre-processing techniques and reveal pattern analysis. This will be a prerequisite work for solving the inefficiencies by centralizing monitoring and tracking of all operations Additionally, given the large volume of structured and unstructured data, this study underscores the importance of big data processing. Utilizing NoSQL database technology, specifically Cassandra, enables scalable, high-performance handling of millions of rows of data. The conclusions offer insights about the importance of temporal pattern analysis regarding future AI developments.

Paper Citation

in Harvard Style

Gozuacik N., Tekinbas A., Sag E., Adiguzel O. and Malkos S. (2025). Temporal Pattern Analysis of Baggage Impact on Flight Operations. In Proceedings of the 14th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM; ISBN 978-989-758-730-6, SciTePress, pages 831-838. DOI: 10.5220/0013372800003905

in Bibtex Style

@conference{icpram25,
author={Necip Gozuacik and Adem Tekinbas and Engin Sag and Onur Adiguzel and Sibel Malkos},
title={Temporal Pattern Analysis of Baggage Impact on Flight Operations},
booktitle={Proceedings of the 14th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM},
year={2025},
pages={831-838},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0013372800003905},
isbn={978-989-758-730-6},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 14th International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM
TI - Temporal Pattern Analysis of Baggage Impact on Flight Operations
SN - 978-989-758-730-6
AU - Gozuacik N.
AU - Tekinbas A.
AU - Sag E.
AU - Adiguzel O.
AU - Malkos S.
PY - 2025
SP - 831
EP - 838
DO - 10.5220/0013372800003905
PB - SciTePress