Ahmet Soylu

Orcid: 0000-0001-6034-4137

Affiliations:
  • Oslo Metropolitan University, Norway


According to our database1, Ahmet Soylu authored at least 130 papers between 2007 and 2024.

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Bibliography

2024
Cost modelling and optimisation for cloud: a graph-based approach.
J. Cloud Comput., December, 2024

Knowledge graph embedding closed under composition.
Data Min. Knowl. Discov., November, 2024

Cloud storage tier optimization through storage object classification.
Computing, November, 2024

Cloud storage cost: a taxonomy and survey.
World Wide Web (WWW), July, 2024

ACORDAR 2.0: A Test Collection for Ad Hoc Dataset Retrieval with Densely Pooled Datasets and Question-Style Queries.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Wiki-based Prompts for Enhancing Relation Extraction using Language Models.
Proceedings of the 39th ACM/SIGAPP Symposium on Applied Computing, 2024

An Integrated Approach Using Ontologies, Knowledge Graphs, Machine Learning, and Rules Models for Synthetic Financial Time Series Generation.
Proceedings of the Companion Proceedings of the 8th International Joint Conference on Rules and Reasoning co-located with 20th Reasoning Web Summer School (RW 2024) and 16th DecisionCAMP 2024 as part of Declarative AI 2024, 2024

Towards an Open Energy Management System for Integrated Energy Storage and Electric Vehicle Fast Charging Station.
Proceedings of the Companion Proceedings of the 8th International Joint Conference on Rules and Reasoning co-located with 20th Reasoning Web Summer School (RW 2024) and 16th DecisionCAMP 2024 as part of Declarative AI 2024, 2024

Koala-UI: An Interactive User Interface for Tabular Data Linking.
Proceedings of the Companion Proceedings of the 8th International Joint Conference on Rules and Reasoning co-located with 20th Reasoning Web Summer School (RW 2024) and 16th DecisionCAMP 2024 as part of Declarative AI 2024, 2024

Low-Dimensional Hyperbolic Knowledge Graph Embedding for Better Extrapolation to Under-Represented Data.
Proceedings of the Semantic Web - 21st International Conference, 2024

2023
Machine learning based assessment of preclinical health questionnaires.
Int. J. Medical Informatics, December, 2023

Container-Based Data Pipelines on the Computing Continuum for Remote Patient Monitoring.
Computer, October, 2023

Chrontext: Portable SPARQL queries over contextualised time series data in industrial settings.
Expert Syst. Appl., September, 2023

Introduction to the Special Issue on Logic Rules and Reasoning: Selected Papers from the 4th International Joint Conference on Rules and Reasoning (RuleML+RR 2020).
Theory Pract. Log. Program., May, 2023

Smart Data Placement Using Storage-as-a-Service Model for Big Data Pipelines.
Sensors, January, 2023

Scheduling of Distributed Applications on the Computing Continuum: A Survey.
Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

Comparison of Microservice Call Rate Predictions for Replication in the Cloud.
Proceedings of the IEEE/ACM 16th International Conference on Utility and Cloud Computing, 2023

Scaling Data Science Solutions with Semantics and Machine Learning: Bosch Case.
Proceedings of the Semantic Web - ISWC 2023, 2023

Semantic Cloud System for Scaling Data Science Solutions for Welding at Bosch.
Proceedings of the ISWC 2023 Posters, 2023

Datalog with External Machine Learning Functions for Automated Cloud Resource Configuration.
Proceedings of the ISWC 2023 Posters, 2023

Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring: A Bosch Case.
Proceedings of the Semantic Web - ISWC 2023, 2023

Literal-Aware Knowledge Graph Embedding for Welding Quality Monitoring.
Proceedings of the ISWC 2023 Posters, 2023

A Taxonomy for Cloud Storage Cost.
Proceedings of the Management of Digital EcoSystems - 15th International Conference, 2023

Towards Cloud Storage Tier Optimization with Rule-Based Classification.
Proceedings of the Service-Oriented and Cloud Computing, 2023

ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Towards Graph-based Cloud Cost Modelling and Optimisation.
Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

A Reference Data Model to Specify Event Logs for Big Data Pipeline Discovery.
Proceedings of the Business Process Management Forum, 2023

TRANSQLATION: TRANsformer-based SQL RecommendATION.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
TheyBuyForYou platform and knowledge graph: Expanding horizons in public procurement with open linked data.
Semantic Web, 2022

The euBusinessGraph ontology: A lightweight ontology for harmonizing basic company information.
Semantic Web, 2022

A graph-based approach for representing, integrating and analysing neuroscience data: the case of the murine basal ganglia.
Data Technol. Appl., 2022

Data Quality Barriers for Transparency in Public Procurement.
Inf., 2022

Building Semantic Knowledge Graphs from (Semi-)Structured Data: A Review.
Future Internet, 2022

Big Data Pipelines on the Computing Continuum: Tapping the Dark Data.
Computer, 2022

Detecting Latent Topics and Trends in Software Engineering Research Since 1980 Using Probabilistic Topic Modeling.
IEEE Access, 2022

Evolution of Software Testing Strategies and Trends: Semantic Content Analysis of Software Research Corpus of the Last 40 Years.
IEEE Access, 2022

Towards Cognitive Self-Management of IoT-Edge-Cloud Continuum based on User Intents.
Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

Smart Data Placement for Big Data Pipelines: An Approach based on the Storage-as-a-Service Model.
Proceedings of the 15th IEEE/ACM International Conference on Utility and Cloud Computing, 2022

ACORDAR: A Test Collection for Ad Hoc Content-Based (RDF) Dataset Retrieval.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Ontology Reshaping for Knowledge Graph Construction: Applied on Bosch Welding Case.
Proceedings of the Semantic Web - ISWC 2022, 2022

Executable Knowledge Graphs for Machine Learning: A Bosch Case of Welding Monitoring.
Proceedings of the Semantic Web - ISWC 2022, 2022

Towards A Statistic Ontology for Data Analysis in Smart Manufacturing.
Proceedings of the ISWC 2022 Posters, 2022

Towards a Visualisation Ontology for Data Analysis in Industrial Applications.
Proceedings of the First International Workshop on Semantic Industrial Information Modelling (SemIIM 2022) co-located with the 19th Extended Semantic Web Conference ESWC 2022, 2022

Data quality issues in solar panels installations: a case study.
Proceedings of the 2nd International Workshop on Software Engineering and AI for Data Quality in Cyber-Physical Systems/Internet of Things, 2022

The Computing Fleet: Managing Microservices-based Applications on the Computing Continuum.
Proceedings of the IEEE 19th International Conference on Software Architecture Companion, 2022

TranSQL: A Transformer-based Model for Classifying SQL Queries.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

Enhancing Knowledge Graph Generation with Ontology Reshaping - Bosch Case.
Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

The Data Value Quest: A Holistic Semantic Approach at Bosch.
Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

Query-Based Industrial Analytics over Knowledge Graphs with Ontology Reshaping.
Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

SIM-PIPE DryRunner: An approach for testing container-based big data pipelines and generating simulation data.
Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

ScheRe: Schema Reshaping for Enhancing Knowledge Graph Construction.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Executable Knowledge Graph for Transparent Machine Learning in Welding Monitoring at Bosch.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

ExeKG: Executable Knowledge Graph System for User-friendly Data Analytics.
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021
SemML: Facilitating development of ML models for condition monitoring with semantics.
J. Web Semant., 2021

Big Data Workflows: Locality-Aware Orchestration Using Software Containers.
Sensors, 2021

An analysis of pollution Citizen Science projects from the perspective of Data Science and Open Science.
Data Technol. Appl., 2021

Conceptualization and scalable execution of big data workflows using domain-specific languages and software containers.
Internet Things, 2021

Graph-based Management of Neuroscience Data: Representation, Integration and Analysis.
ERCIM News, 2021

Ontology-Based Fault Tree Analysis Algorithms in a Fuzzy Environment for Autonomous Ships.
IEEE Access, 2021

Locality-Aware Workflow Orchestration for Big Data.
Proceedings of the MEDES '21: Proceedings of the 13th International Conference on Management of Digital EcoSystems, Virtual Event, Tunisia, November 1, 2021


2020
An Application of a Fuzzy TOPSIS Multi-Criteria Decision Analysis Algorithm for Dry Bulk Carrier Selection.
Inf., 2020

Browse, Visualise, Analyse EU Procurement Data.
ERCIM News, 2020

An Automatic Anomaly Detection System (AADS) for Fully Autonomous Ships.
ERCIM News, 2020

Enabling the European Business Knowledge Graph for Innovative Data-Driven Products and Services.
ERCIM News, 2020

Intuitionistic fuzzy analytical network process models for maritime supply chain.
Appl. Soft Comput., 2020

Multi-Layer, Multi-Segment Iterative Optimization for Maritime Supply Chain Operations in a Dynamic Fuzzy Environment.
IEEE Access, 2020

Integrating and Analysing Public Procurement Data through a Knowledge Graph: A Demonstration in a Nutshell.
Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

Enhancing Public Procurement in the European Union Through Constructing and Exploiting an Integrated Knowledge Graph.
Proceedings of the Semantic Web - ISWC 2020, 2020

A Bird's-Eye View of euBusinessGraph: A Business Knowledge Graph for Company Data.
Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

An Approach for Representing and Storing RDF Data in Multi-model Databases.
Proceedings of the Metadata and Semantic Research - 14th International Conference, 2020

Scalable Execution of Big Data Workflows using Software Containers.
Proceedings of the MEDES '20: 12th International Conference on Management of Digital EcoSystems, 2020

Towards Optimal Ship Navigation Using Image Processing.
Proceedings of the Advances in Visual Computing - 15th International Symposium, 2020

SemFE: Facilitating ML Pipeline Development with Semantics.
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019
Query Extension Suggestions for Visual Query Systems Through Ontology Projection and Indexing.
New Gener. Comput., 2019

An Overview of the TBFY Knowledge Graph for Public Procurement.
Proceedings of the ISWC 2019 Satellite Tracks (Posters & Demonstrations, 2019

Modeling and Publishing French Business Register (Sirene) Data as Linked Data Using the euBusinessGraph Ontology.
Proceedings of the Joint Proceedings of the International Workshops on Sensors and Actuators on the Web, 2019

Predictive Data Transformation Suggestions in Grafterizer Using Machine Learning.
Proceedings of the Metadata and Semantic Research - 13th International Conference, 2019

Towards an Ontology for Public Procurement Based on the Open Contracting Data Standard.
Proceedings of the Digital Transformation for a Sustainable Society in the 21st Century, 2019

2018
OptiqueVQS: A visual query system over ontologies for industry.
Semantic Web, 2018

Navigating OWL 2 Ontologies Through Graph Projection.
Proceedings of the Metadata and Semantic Research - 12th International Conference, 2018

Towards a Knowledge Graph Based Platform for Public Procurement.
Proceedings of the Metadata and Semantic Research - 12th International Conference, 2018

Making Complex Ontologies End User Accessible via Ontology Projections.
Proceedings of the Semantic Technology - 8th Joint International Conference, 2018

On Enhancing Visual Query Building over KGs Using Query Logs.
Proceedings of the Semantic Technology - 8th Joint International Conference, 2018

TheyBuyForYou: Enabling Procurement Data Value Chains.
Proceedings of the Advances in Service-Oriented and Cloud Computing, 2018

Towards Integrating Public Procurement Data into a Semantic Knowledge Graph.
Proceedings of the EKAW 2018 Posters and Demonstrations Session co-located with 21st International Conference on Knowledge Engineering and Knowledge Management (EKAW 2018), 2018

Finding Data Should be Easier than Finding Oil.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
Semantic access to streaming and static data at Siemens.
J. Web Semant., 2017

Ontology Based Data Access in Statoil.
J. Web Semant., 2017

Ontology-based end-user visual query formulation: Why, what, who, how, and which?
Univers. Access Inf. Soc., 2017

Querying industrial stream-temporal data: An ontology-based visual approach.
J. Ambient Intell. Smart Environ., 2017

2016
Visual query interfaces for semantic datasets: An evaluation study.
J. Web Semant., 2016

Experiencing OptiqueVQS: a multi-paradigm and ontology-based visual query system for end users.
Univers. Access Inf. Soc., 2016

Scalable Semantic Access to Siemens Static and Streaming Distributed Data.
Proceedings of the ISWC 2016 Posters & Demonstrations Track co-located with 15th International Semantic Web Conference (ISWC 2016), 2016

A Visual Query System for Stream Data Access over Ontologies.
Proceedings of the Semantic Web - ESWC 2016 Satellite Events, Heraklion, Crete, Greece, May 29, 2016

Domain Experts Surfing on Stream Sensor Data over Ontologies.
Proceedings of the 1st Workshop on Semantic Web Technologies for Mobile and Pervasive Environments co-located with the 13th Extended Semantic Web Conference (ESWC 2016), 2016

Enabling semantic access to static and streaming distributed data with optique: demo.
Proceedings of the 10th ACM International Conference on Distributed and Event-based Systems, 2016


2015
Optique: Zooming in on Big Data.
Computer, 2015

OptiqueVQS: Ontology-Based Visual Querying.
Proceedings of the International Workshop on Visualizations and User Interfaces for Ontologies and Linked Data co-located with 14th International Semantic Web Conference (ISWC 2015), 2015

Optique: Ontology-Based Data Access Platform.
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015

Semantic Access to Siemens Streaming Data: the Optique Way.
Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015

Ontology-Based Visual Query Formulation: An Industry Experience.
Proceedings of the Advances in Visual Computing - 11th International Symposium, 2015

Qualifying Ontology-Based Visual Query Formulation.
Proceedings of the Flexible Query Answering Systems 2015, 2015

2014
How Semantic Technologies Can Enhance Data Access at Siemens Energy.
Proceedings of the Semantic Web - ISWC 2014, 2014

Why not simply Google?
Proceedings of the 8th Nordic Conference on Human-Computer Interaction: Fun, 2014

Towards Exploiting Query History for Adaptive Ontology-Based Visual Query Formulation.
Proceedings of the Metadata and Semantics Research - 8th Research Conference, 2014

Towards a Visual Annotation Tool for End-User Semantic Content Authoring.
Proceedings of the International Workshop on Visualizations and User Interfaces for Knowledge Engineering and Linked Data Analytics co-located with 19th International Conference on Knowledge Engineering and Knowledge Management, 2014

OptiqueVQS: Visual Query Formulation for OBDA.
Proceedings of the Informal Proceedings of the 27th International Workshop on Description Logics, 2014

2013

Towards Query Formulation, Query-Driven Ontology Extensions in OBDA Systems.
Proceedings of the 10th International Workshop on OWL: Experiences and Directions (OWLED 2013) co-located with 10th Extended Semantic Web Conference (ESWC 2013), 2013

The Optique Project: Towards OBDA Systems for Industry (Short Paper).
Proceedings of the 10th International Workshop on OWL: Experiences and Directions (OWLED 2013) co-located with 10th Extended Semantic Web Conference (ESWC 2013), 2013

A Preliminary Approach on Ontology-Based Visual Query Formulation for Big Data.
Proceedings of the Metadata and Semantics Research - 7th Research Conference, 2013

OptiqueVQS: towards an ontology-based visual query system for big data.
Proceedings of the Fifth International Conference on Management of Emergent Digital EcoSystems, 2013


Optique System: towards ontology and mapping management in OBDA solutions.
Proceedings of the Second International Workshop on Debugging Ontologies and Ontology Mappings, 2013


2012
Exploiting metadata, ontologies and semantics to design/enhance new end-user experiences for adaptive pervasive computing environments. ; Metadata, ontologieen en semantiek voor het ontwerp en de verbetering van nieuwe gebruikerservaringen in adaptieve pervasive computing omgevingen.
PhD thesis, 2012

Mashups by orchestration and widget-based personal environments: Key challenges, solution strategies, and an application.
Program, 2012

Ubiquitous web navigation through harvesting embedded semantic data: A mobile scenario.
Integr. Comput. Aided Eng., 2012

2011
Formal modelling, knowledge representation and reasoning for design and development of user-centric pervasive software: a meta-review.
Int. J. Metadata Semant. Ontologies, 2011

Mashups and widget orchestration.
Proceedings of the MEDES '11: International ACM Conference on Management of Emergent Digital EcoSystems, 2011

Visualization of networked collaboration in digital ecosystems through two-mode network patterns.
Proceedings of the MEDES '11: International ACM Conference on Management of Emergent Digital EcoSystems, 2011

2010
Ubiquitous Web for Ubiquitous Environments: The Role of Embedded Semantics.
J. Mobile Multimedia, 2010

Semantic Mash-Up Personal and Pervasive Learning Environments (SMupple).
Proceedings of the HCI in Work and Learning, Life and Leisure, 2010

Utilizing Embedded Semantics for User-Driven Design of Pervasive Environments.
Proceedings of the Metadata and Semantic Research - 4th International Conference, 2010

Multi-facade and Ubiquitous Web Navigation and Access through Embedded Semantics.
Proceedings of the Future Generation Information Technology, 2010

2009
Context and Adaptivity in Pervasive Computing Environments: Links with Software Engineering and Ontological Engineering.
J. Softw., 2009

Merging model driven and ontology driven system development approaches pervasive computing perspective.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

2007
An Interoperability Infrastructure for Distributed Feed Networks.
Proceedings of the 1st International Workshop on Collaborative Open Environments for Project-Centered Learning, 2007


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