TDWI Konferenz 2020

München, 26. – 28. Oktober 2020


Vortrag: Di 7.2
Datum: Di, 27.10.2020
Uhrzeit: 10:45 - 12:00

I know what's inside your belly - predicting airfreight capacity usage under high uncertainty

Uhrzeit: 10:45 - 12:00
Vortrag: Di 7.2



The airfreight industry is changing enormously with the digitalization. Coming from a paper based business digital and data-driven processes are gaining importance. Especially for companies with a non-digital core business, implementing a successful Analytics case requires more than just a perfect model. Based on the use case to predict airfreight load factors the session attendees will learn which steps we took from the idea generation to implementation and how we empower our staff to make data-driven decisions in a highly volatile industry.

Target Audience: Project Leader, Decision Makers, Data Scientist
Prerequisites: Basic knowledge and experience in Data Science
Level: Basic

Extended Abstract

Traditionally, the airfreight industry has been a people's and paper dominated business. However, with new technologies available digital and data-driven processes are gaining importance. Additionally, it is a highly volatile and complex business with various parameters to monitor. Implementing a successful Analytics use case requires more than just a perfect model - especially for companies with a non-digital core business.

We developed a model to predict airfreight load factors to support sales and revenue management so that our staff can take faster and more informed data-driven decisions. The session will cover the different steps we took from the idea generation to process integration and will outline data discoveries during the model development as well as important findings regarding a successful use case implementation.

Attend the session to ....

  • ... learn how we at Lufthansa Cargo approach Data Science topics
  • ... learn how we empower our staff to make data-driven decisions
  • ... learn about the importance of a suitable process integration
  • ... learn why certain flights are easier to predict than others
  • ... get key insights into the aviation industry


Sponsoren TDWI München 2020

  • Ab Initio Software Germany GmbH Platinsponsor
  • Adastra GmbH Platinsponsor
  • Data Virtuality GmbH Platinsponsor
  • Denodo Technologies Platinsponsor
  • Exasol Platinsponsor
  • INFOMOTION GmbH Platinsponsor
  • itelligence AG Platinsponsor
  • NTT DATA Deutschland Platinsponsor
  • pmOne Group Platinsponsor
  • Qlik Platinsponsor
  • SAP Deutschland SE & Co. KG Platinsponsor
  • Sopra Steria Platinsponsor
  • Talend Germany GmbH Platinsponsor
  • Teradata GmbH Platinsponsor
  • Trivadis GmbH Platinsponsor
  • 2150 GmbH | Distilling business insight. Goldsponsor
  • adesso AG Goldsponsor
  • Alation Goldsponsor
  • BE-terna GmbH Deutschland Goldsponsor
  • blueforte GmbH Goldsponsor
  • CIMACON GmbH Goldsponsor
  • CP Corporate Planning AG Goldsponsor
  • Dataiku Goldsponsor
  • erwin, Inc. Goldsponsor
  • EVACO GmbH Goldsponsor
  • heureka e-Business GmbH Goldsponsor
  • infologistix GmbH Goldsponsor
  • INFORM DataLab Goldsponsor
  • INFORMATION WORKS GmbH Goldsponsor
  • integration-factory GmbH & Co. KG Goldsponsor
  • Marmeladenbaum GmbH Goldsponsor
  • Neo4j Goldsponsor
  • OPITZ CONSULTING Goldsponsor
  • PROCON IT AG Goldsponsor
  • SYCOR GmbH Goldsponsor
  • Syncwork AG Goldsponsor
  • TIBCO Goldsponsor
  • Vertica Goldsponsor
  • Alligator Company Silbersponsor
  • areto consulting GmbH Silbersponsor
  • Axians IT Solutions GmbH Silbersponsor
  • biGENiUS Silbersponsor
  • bluetelligence GmbH Silbersponsor
  • BSgroup Data Analytics AG Silbersponsor
  • cimt ag Silbersponsor
  • CINTELLIC Consulting Group Silbersponsor
  • Data Insights GmbH Silbersponsor
  • DataMerlin Silbersponsor
  • dataspot GmbH Silbersponsor
  • datasqill - The Post-ETL Silbersponsor
  • Disy Informationssysteme GmbH Silbersponsor
  • DWH42 Silbersponsor
  • Genesee Academy Silbersponsor
  • graphomate GmbH Silbersponsor
  • m2data Silbersponsor
  • PRODATO Integration Technology GmbH Silbersponsor
  • QuinScape GmbH Silbersponsor
  • saracus consulting GmbH Silbersponsor
  • Solecon Silbersponsor
  • sonra Silbersponsor