17 papers · ranked by Valyu relevance
Erasmo Purificato, Ludovico Boratto, Ernesto William De Luca
The integration of artificial intelligence (AI) into daily life, particularly through information retrieval and recommender systems, has necessitated advanced user modeling and profiling techniques to deliver personalized experiences. These techniques aim to construct accurate user representations based on the rich…
Aaron Conrardy, Alfredo Capozucca, Jordi Cabot
Review Authors: ['Aaron Conrardy' 'Alfredo Capozucca' 'Jordi Cabot'] In software applications, user models can be used to specify the profile of the typical users of the application, including personality traits, preferences, skills, etc. In theory, this would enable an adaptive application behavior that could lead to…
Krisztian Balog, ChengXiang Zhai
Data Generation, and System Evaluation Authors: ['Krisztian Balog' 'ChengXiang Zhai'] User simulation is an emerging interdisciplinary topic with multiple critical applications in the era of Generative AI. It involves creating an intelligent agent that mimics the actions of a human user interacting with an AI system…
Eduardo Castillejo, Aitor Almeida, Diego López-de-Ipiña, Liming Chen
The participation of users within AAL environments is increasing thanks to the capabilities of the current wearable devices. Furthermore, the significance of considering user's preferences, context conditions and device's capabilities help smart environments to personalize services and resources for them. Being aware…
Mustafa Mert Çelikok, Pierre-Alexandre Murena, Samuel Kaski
Modeling has actively tried to take the human out of the loop, originally for objectivity and recently also for automation. We argue that an unnecessary side effect has been that modeling workflows and machine learning pipelines have become restricted to only well-specified problems. Putting the humans back into the…
Aaron Conrardy, Alfredo Capozucca, Jordi Cabot
> Abstract. In today's digital society, personalization has become a crucial aspect of software applications, significantly impacting user experience and engagement. A new wave of intelligent user interfaces, such as AI-based conversational agents, has the potential to enable such personalization beyond what other…
Maria de Lourdes Martinez-Villaseñor, Miguel Gonzalez-Mendoza, Neil Hernandez-Gress
'Neil Hernandez-Gress'] People interact with systems and applications through several devices and are willing to share information about preferences, interests and characteristics. Social networking profiles, data from advanced sensors attached to personal gadgets, and semantic web technologies such as FOAF and…
Sabah Al‐Fedaghi
In the systems and software modeling field, a conceptual model involves modeling with concepts to support development and design. An example of a conceptual model is a description developed using the Unified Modeling Language (UML). UML uses a model multiplicity formulation approach, wherein a number of models are used…
Enes Yigitbas, Simon Gorissen, Nils Weidmann, Gregor Engels
Modeling is a key activity in conceptual design and system design. Through collaborative modeling, end-users, stakeholders, experts, and entrepreneurs are able to create a shared understanding of a system representation. While the Unified Modeling Language (UML) is one of the major conceptual modeling languages in…
Randy Heiland, Daniel Bergman, Blair Lyons, Julie Cass + 4 more
Defining a multicellular model can be challenging. There may be hundreds of parameters that specify the attributes and behaviors of objects. Hopefully the model will be defined using some format specification, e.g., a markup language, that will provide easy model sharing (and a minimal step toward reproducibility).…
Keith D. Harris, Guy Hadari, Gili Greenbaum
Modeling the dynamics of biological processes is ubiquitous across the ecological and evolutionary disciplines. However, the increasing complexity of these models poses a significant challenge to the dissemination of model-derived results. With the existing requirements of scientific publishing, most often only a small…
Mathias Peirlinck, Kevin Linka, Juan A. Hurtado, Ellen Kuhl
Constitutive modeling is the cornerstone of computational and structural mechanics. In a finite element analysis, the constitutive model is encoded in the material subroutine, a function that maps local strains onto stresses. This function is called within every finite element, at each integration point, within every…
Alexander L.R. Lubbock, Carlos F. Lopez
Computational modeling has become an established technique to encode mathematical representations of cellular processes and gain mechanistic insights that drive testable predictions. These models are often constructed using graphical user interfaces or domain-specific languages, with SBML used for interchange. Models…
Erickson Fajiculay, Chao-Ping Hsu
Modeling biochemical systems can provide insights into behaviors that are difficult to observe or understand. It requires software, programming, and understanding of the system to build a model and study it. Softwares exist for systems biology modeling, but most support only certain types of modeling tasks. Desirable…
Christopher Schölzel, Valeria Blesius, Gernot Ernst, Andreas Dominik
Reproducible, understandable models that can be reused and combined to true multi-scale systems are required to solve the present and future challenges of systems biology. However, many mathematical models are still built for a single purpose and reusing them in a different context can be challenging due to an…
Martin Šícho, Xuhan Liu, Daniel Svozil, Gerard van Westen
This manuscript describes the development and architecture of the GenUI software platform for integration of molecular generators. The source code for the components of the platform is available in the following repositories: https://github.com/martin-sicho/genui https://github.com/martin-sicho/genui-gui…
Iiris Sundin, Alexey Voronov, Haoping Xiao, Kostas Papadopoulos + 5 more
A de novo molecular design workflow can be used together with technologies such as reinforcement learning to navigate the chemical space. A bottleneck in the workflow that remains to be solved is how to integrate human feedback in the exploration of the chemical space to optimize molecules. A human drug designer still…