Projects per year
Personal profile
Short CV
Dr Nixon is an Associate Professor in the School of Applied Data Science as well as CTO at Modul Technology GmbH.
Currently he is project co-ordinator in AI-CENTIVE, which is incentivizing sustainable mobility behaviour in Austria, as well as contributing to SDG-HUB, building a comprehensive repository of SDG related communication in Austria, and TRANSMIXR, using Web and social media intelligence to identify topics and suggest digital content for immersive experiences (XR). He was project coordinator of the EU Horizon 2020 project ReTV (www.retv-project.eu), which developed tools to help media organisations to optimally select and repurpose their media assets for digital marketing. He led research in predicting future trending topics among online audiences and recommending relevant future events to target in online marketing. He also coordinated the FFG project EPOCH (extracting and predicting events from online communication; www.epoch-project.eu) and participated in the BMVIT project EcoMove (prediction of urban mobility bottlenecks; www.ecomove.at) and the FFG project GENTIO (prediction of future communication success of online publications; www.gentio.eu).
Research interests
His research interests cover the visual classification of photography to automatically extract the touristic destination image from social networks such as Instagram; the use of deep learning for predictive analytics in open domains such as predicting the next trending topic in online channels; the extraction and modelling of knowledge, e.g. about events, in graph structures and their combination with neural networks to improve computational understanding of the world.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
External positions
CTO (Project Leader), MODUL Technology GmbH
1 May 2015 → …
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Collaborations and top research areas from the last five years
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GreenGLAM: AI-Driven Data Sculptures to Promote Sustainability Content of Galleries, Libraries, Archives and Museums
Nixon, L. (PI)
FFG - Austrian Research Promotion Agency
01/06/2024 → 31/05/2027
Project: Research
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KI.M: KI-basierte Entscheidungsplattform für klimaneutrale urbane Mobilität
Nixon, L. (PI) & Brasoveanu, A. (PI)
FFG - Austrian Research Promotion Agency
01/09/2023 → 31/08/2026
Project: Research
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AI-Centive: AI-Based Optimisation of Incentive Schemes for Sustainable Mobility
Nixon, L. (PI) & Brasoveanu, A. (CoI)
FFG - Austrian Research Promotion Agency
01/12/2022 → 30/11/2025
Project: Research
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TransMIXR: Ignite the Immersive Media Sector by Enabling New Narrative Visions
Brasoveanu, A. (CoI), Nixon, L. (PI) & Fischer, R. (PI)
01/10/2022 → 30/09/2025
Project: Research
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SDG-HUB: AI-Driven Semantic Search and Visualization to Support the Sustainable Development Goals and Agenda 2030
Nixon, L. (PI), Brasoveanu, A. (PI) & Fischer, R. (PI)
FFG - Austrian Research Promotion Agency
01/05/2022 → 30/04/2025
Project: Research
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AI and data-driven media analysis of TV content for optimised digital content marketing
Nixon, L., Apostolidis, K., Apostolidis, E., Galanopoulos, D., Mezaris, V., Philipp, B. & Bocyte, R., 19 Jan 2024, In: Multimedia Systems. 30, 1, 19 p., 25.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
An Efficient Workflow Towards Improving Classifiers in Low-Resource Settings with Synthetic Data
Nixon, L., Brasoveanu, A., Scharl, A. & Weichselbraun, A., 11 Jun 2024Research output: Other contribution › Research › peer-review
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Do deep learning models accurately measure visual destination image? A comparison of a fine-tuned model to past work
Nixon, L., 4 Jun 2024, In: Journal of Information Technology & Tourism. 26, 28 p.Research output: Contribution to journal › Article › Research › peer-review
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How Distinct and Aligned with UGC is European Capitals’ DMO Branding on Instagram?
Nixon, L., 4 May 2024, Information and Communication Technologies in Tourism 2024: ENTER 2024 International eTourism Conference, Izmir, Türkiye, January 17-19. Springer, p. 16-28Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access
Activities
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Quantitative AI based methods for visual data analysis
Nixon, L. (Speaker)
11 Jul 2024Activity: Talk or presentation › Invited talk
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Measuring Touristic Destination Image from Photography using AI-based classification
Nixon, L. (Speaker)
13 Jul 2023Activity: Talk or presentation › Invited talk
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Visual Classifier for Destination Image from Images
Nixon, L. (Speaker)
7 Feb 2023Activity: Talk or presentation › Oral presentation
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ENTER 2024 (Event)
Nixon, L. (Reviewer)
2023 → 9 Jan 2024Activity: Publication peer-review and editorial work › Editorial activity
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Multimedia Systems (Journal)
Nixon, L. (Editor), Foss, J. (Editor) & Mezaris, V. (Editor)
19 Jul 2022Activity: Publication peer-review and editorial work › Editorial activity