Markus Rokicki
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View article: Data-Driven Prediction of Casting Defects in Magnesium High-Pressure Die Casting Using Machine Learning
Data-Driven Prediction of Casting Defects in Magnesium High-Pressure Die Casting Using Machine Learning Open
In this study, different machine learning algorithms were analysed to predict casting defects in a cold chamber magnesium high-pressure die casting process. Based on component-related process and quality data from 7982 casting cycles, mode…
View article: Modelling the influence of tool wear on shape errors in milling using a hybrid soft-sensor
Modelling the influence of tool wear on shape errors in milling using a hybrid soft-sensor Open
The wear of cutting tools during milling processes not only constrains the volume of material that can be removed by a tool but also results in a progressive deterioration of the quality of the workpiece. Although there are established met…
View article: The Search as Learning Spaceship: Toward a Comprehensive Model of Psychological and Technological Facets of Search as Learning
The Search as Learning Spaceship: Toward a Comprehensive Model of Psychological and Technological Facets of Search as Learning Open
Using a Web search engine is one of today’s most frequent activities. Exploratory search activities which are carried out in order to gain knowledge are conceptualized and denoted as Search as Learning (SAL). In this paper, we introduce a …
View article: SaL-Lightning Dataset: Search and Eye Gaze Behavior, Resource Interactions and Knowledge Gain during Web Search
SaL-Lightning Dataset: Search and Eye Gaze Behavior, Resource Interactions and Knowledge Gain during Web Search Open
The emerging research field Search as Learning investigates how the Web\nfacilitates learning through modern information retrieval systems. SAL research\nrequires significant amounts of data that capture both search behavior of users\nand …
View article: On the Predictability of non-CGM Diabetes Data for Personalized Recommendation
On the Predictability of non-CGM Diabetes Data for Personalized Recommendation Open
With continuous glucose monitoring (CGM), data-driven models on blood glucose prediction have been shown to be effective in related work. However, such (CGM) systems are not always available, e.g., for a patient at home. In this work, we c…
View article: Predicting User Knowledge Gain in Informational Search Sessions
Predicting User Knowledge Gain in Informational Search Sessions Open
Web search is frequently used by people to acquire new knowledge and to\nsatisfy learning-related objectives. In this context, informational search\nmissions with an intention to obtain knowledge pertaining to a topic are\nprominent. The i…
View article: The Impact of Recipe Features, Social Cues and Demographics on Estimating the Healthiness of Online Recipes
The Impact of Recipe Features, Social Cues and Demographics on Estimating the Healthiness of Online Recipes Open
Apart from taste, people increasingly consider nutritional facts when choosing a recipe or a meal. Researchers and companies alike aim to support health-conscious choices by providing estimates of a meal's calories and levels of sugar, fat…
View article: The Influence of City Size on Dietary Choices
The Influence of City Size on Dietary Choices Open
In the past decades, the process of urbanization has shaped general socio-economic aspects of cities with different population sizes. Among them, food consumption is a good indicator to reflect the quality of life. In this paper, we study …
View article: On the Relations Between Cooking Interests, Hobbies and Nutritional Values of Online Recipes
On the Relations Between Cooking Interests, Hobbies and Nutritional Values of Online Recipes Open
Contains fulltext : 176595.pdf (Publisher’s version ) (Open Access)
View article: How Editorial, Temporal and Social Biases Affect Online Food Popularity and Appreciation
How Editorial, Temporal and Social Biases Affect Online Food Popularity and Appreciation Open
Measures of popularity and appreciation provide useful information for search and recommendation systems that facilitate access to growing amounts of user-generated content, such as online recipes. However, user rating and commenting behav…
View article: On the Relations Between Cooking Interests, Hobbies and Nutritional Values of Online Recipes
On the Relations Between Cooking Interests, Hobbies and Nutritional Values of Online Recipes Open
UMAP '17 Adjunct Publication of the 25th Conference on User Modeling, Adaptation and Personalization, Bratislava, Slovakia — July 09 - 12, 2017
View article: Just in Time
Just in Time Open
Many modern data analytics applications in areas such as crisis management, stock trading, and healthcare, rely on components capable of nearly real-time processing of streaming data produced at varying rates. In addition to automatic proc…