Petar Ristoski

According to our database, Petar Ristoski authored at least 59 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Knowledge Graph-Enhanced Neural Query Rewriting.

Shahla Farzana, Qunzhi Zhou, Petar Ristoski

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Wisdom of the Sellers: Mining Seller Data for eCommerce Knowledge Graph Generation.

Petar Ristoski, Sathish Kandasamy, Aleksandr Matiushkin, Sneha Kamath, Qunzhi Zhou

Proceedings of the Semantic Web: ESWC 2023 Satellite Events - Hersonissos, Crete, Greece, May 28, 2023

2022

Topology-Driven Generative Completion of Lacunae in Molecular Data.

Dmitry Yu. Zubarev, Petar Ristoski

CoRR, 2022

Analyzing the Impact of Complaints on Customer Satisfaction in the Travel Industry.

Youssef Drissi, Markus Ettl, Anna Lisa Gentile, Scott McFaddin, Petar Ristoski, Wei Sun

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Shoe Size Resolution in Search Queries and Product Listings using Knowledge Graphs.

Petar Ristoski, Aritra Mandal, Simon Becker, Anu Mandalam, Ethan Hart, Sanjika Hewavitharana, Zhe Wu, Qunzhi Zhou

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Fifty Shades of Pink: Understanding Color in e-commerce using Knowledge Graphs.

Lizzie Liang, Sneha Kamath, Petar Ristoski, Qunzhi Zhou, Zhe Wu

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

Leveraging Knowledge Graph and DeepNER to Improve UoM Handling in Search.

Qunzhi Zhou, Zhe Wu, Jon Degenhardt, Ethan Hart, Petar Ristoski, Aritra Mandal, Julie Netzloff, Anu Mandalam

Proceedings of the ISWC 2021 Posters, 2021

AdaReNet: Adaptive Reweighted Semi-supervised Active Learning to Accelerate Label Acquisition.

Ismini Lourentzou, Daniel Gruhl, Alfredo Alba, Anna Lisa Gentile, Petar Ristoski, Chad DeLuca, Steven R. Welch, Chengxiang Zhai

Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

KG-ZESHEL: Knowledge Graph-Enhanced Zero-Shot Entity Linking.

Petar Ristoski, Zhizhong Lin, Qunzhi Zhou

Proceedings of the K-CAP '21: Knowledge Capture Conference, 2021

Walk Extraction Strategies for Node Embeddings with RDF2Vec in Knowledge Graphs.

Bram Steenwinckel, Gilles Vandewiele, Pieter Bonte, Michael Weyns, Heiko Paulheim, Petar Ristoski, Filip De Turck, Femke Ongenae

Proceedings of the Database and Expert Systems Applications - DEXA 2021 Workshops, 2021

SAUCE: Truncated Sparse Document Signature Bit-Vectors for Fast Web-Scale Corpus Expansion.

Muntasir Wahed, Daniel Gruhl, Alfredo Alba, Anna Lisa Gentile, Petar Ristoski, Chad DeLuca, Steve Welch, Ismini Lourentzou

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Large-scale relation extraction from web documents and knowledge graphs with human-in-the-loop.

Petar Ristoski, Anna Lisa Gentile, Alfredo Alba, Daniel Gruhl, Steve Welch

J. Web Semant., 2020

Understanding Data Centers from Logs: Leveraging External Knowledge for Distant Supervision.

Chad DeLuca, Anna Lisa Gentile, Petar Ristoski, Steve Welch

Proceedings of the Semantic Web - ISWC 2020, 2020

GEval: A Modular and Extensible Evaluation Framework for Graph Embedding Techniques.

Maria Angela Pellegrino, Abdulrahman Altabba, Martina Garofalo, Petar Ristoski, Michael Cochez

Proceedings of the Semantic Web - 17th International Conference, 2020

Expert-in-the-loop AI for Polymer Discovery.

Petar Ristoski, Dmitry Yu. Zubarev, Anna Lisa Gentile, Nathaniel Park, Daniel Sanders, Daniel Gruhl, Linda Kato, Steve Welch

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Exploiting Semantic Web Knowledge Graphs in Data Mining.

Petar Ristoski

Studies on the Semantic Web 38, IOS Press, ISBN: 978-1-61499-981-2, 2019

RDF2Vec: RDF graph embeddings and their applications.

Petar Ristoski, Jessica Rosati, Tommaso Di Noia, Renato De Leone, Heiko Paulheim

Semantic Web, 2019

Task Oriented Data Exploration with Human-in-the-Loop. A Data Center Migration Use Case.

Alfredo Alba, Chad DeLuca, Anna Lisa Gentile, Daniel Gruhl, Linda Kato, Chris Kau, Petar Ristoski, Steve Welch

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Identifying High Value Opportunities for Human in the Loop Lexicon Expansion.

Alfredo Alba, Chad DeLuca, Anna Lisa Gentile, Daniel Gruhl, Linda Kato, Chris Kau, Petar Ristoski, Steve Welch

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Personalized Knowledge Graphs for the Pharmaceutical Domain.

Anna Lisa Gentile, Daniel Gruhl, Petar Ristoski, Steve Welch

Proceedings of the Semantic Web - ISWC 2019, 2019

A Configurable Evaluation Framework for Node Embedding Techniques.

Maria Angela Pellegrino, Michael Cochez, Martina Garofalo, Petar Ristoski

Proceedings of the Semantic Web: ESWC 2019 Satellite Events, 2019

Information Extraction in Editorial Setting. A Tale of PDFs.

Anna Lisa Gentile, Daniel Gruhl, Petar Ristoski, Steve Welch

Proceedings of the Semantic Web: ESWC 2019 Satellite Events, 2019

Explore and Exploit. Dictionary Expansion with Human-in-the-Loop.

Anna Lisa Gentile, Daniel Gruhl, Petar Ristoski, Steve Welch

Proceedings of the Semantic Web - 16th International Conference, 2019

2018

Exploiting semantic web knowledge graphs in data mining.

Petar Ristoski

PhD thesis, 2018

A machine learning approach for product matching and categorization.

Petar Ristoski, Petar Petrovski, Peter Mika, Heiko Paulheim

Semantic Web, 2018

Interactive Dictionary Expansion using Neural Language Models.

Alfredo Alba, Daniel Gruhl, Petar Ristoski, Steve Welch

Proceedings of the 2nd International Workshop on Augmenting Intelligence with Humans­-in-­the-­Loop co-located with 17th International Semantic Web Conference (ISWC 2018), 2018

User-Centric Ontology Population.

Kenneth L. Clarkson, Anna Lisa Gentile, Daniel Gruhl, Petar Ristoski, Joseph Terdiman, Steve Welch

Proceedings of the Semantic Web - 15th International Conference, 2018

2017

Event-based knowledge reconciliation using frame embeddings and frame similarity.

Mehwish Alam, Diego Reforgiato Recupero, Misael Mongiovì, Aldo Gangemi, Petar Ristoski

Knowl. Based Syst., 2017

Biased graph walks for RDF graph embeddings.

Michael Cochez, Petar Ristoski, Simone Paolo Ponzetto, Heiko Paulheim

Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, 2017

Large-scale taxonomy induction using entity and word embeddings.

Petar Ristoski, Stefano Faralli, Simone Paolo Ponzetto, Heiko Paulheim

Proceedings of the International Conference on Web Intelligence, 2017

Global RDF Vector Space Embeddings.

Michael Cochez, Petar Ristoski, Simone Paolo Ponzetto, Heiko Paulheim

Proceedings of the Semantic Web - ISWC 2017, 2017

Language Agnostic Dictionary Extraction.

Alfredo Alba, Anni Coden, Anna Lisa Gentile, Daniel Gruhl, Petar Ristoski, Steve Welch

Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

Reconciling Event-Based Knowledge Through RDF2VEC.

Mehwish Alam, Diego Reforgiato Recupero, Misael Mongiovì, Aldo Gangemi, Petar Ristoski

Proceedings of the Joint Proceedings of the International Workshops on Hybrid Statistical Semantic Understanding and Emerging Semantics, 2017

Frame Embeddings for Event-Based Knowledge Reconciliation.

Mehwish Alam, Diego Reforgiato Recupero, Misael Mongiovì, Aldo Gangemi, Petar Ristoski

Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

Multi-lingual Concept Extraction with Linked Data and Human-in-the-Loop.

Alfredo Alba, Anni Coden, Anna Lisa Gentile, Daniel Gruhl, Petar Ristoski, Steve Welch

Proceedings of the Knowledge Capture Conference, 2017

Entity Matching on Web Tables: a Table Embeddings approach for Blocking.

Anna Lisa Gentile, Petar Ristoski, Steffen Eckel, Dominique Ritze, Heiko Paulheim

Proceedings of the 20th International Conference on Extending Database Technology, 2017

2016

Semantic Web in data mining and knowledge discovery: A comprehensive survey.

Petar Ristoski, Heiko Paulheim

J. Web Semant., 2016

A Collection of Benchmark Datasets for Systematic Evaluations of Machine Learning on the Semantic Web.

Petar Ristoski, Gerben Klaas Dirk de Vries, Heiko Paulheim

Proceedings of the Semantic Web - ISWC 2016, 2016

RDF2Vec: RDF Graph Embeddings for Data Mining.

Petar Ristoski, Heiko Paulheim

Proceedings of the Semantic Web - ISWC 2016, 2016

RDF Graph Embeddings for Content-based Recommender Systems.

Jessica Rosati, Petar Ristoski, Tommaso Di Noia, Renato De Leone, Heiko Paulheim

Proceedings of the 3rd Workshop on New Trends in Content-Based Recommender Systems co-located with ACM Conference on Recommender Systems (RecSys 2016), 2016

The Linked Data Mining Challenge 2016.

Petar Ristoski, Heiko Paulheim, Vojtech Svátek, Vaclav Zeman

Proceedings of the Joint Proceedings of the 5th Workshop on Data Mining and Knowledge Discovery meets Linked Open Data and the 1st International Workshop on Completing and Debugging the Semantic Web (Know@LOD-2016, 2016

Enriching Product Ads with Metadata from HTML Annotations.

Petar Ristoski, Peter Mika

Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

2015

Mining the Web of Linked Data with RapidMiner.

Petar Ristoski, Christian Bizer, Heiko Paulheim

J. Web Semant., 2015

The Mannheim Search Join Engine.

Oliver Lehmberg, Dominique Ritze, Petar Ristoski, Robert Meusel, Heiko Paulheim, Christian Bizer

J. Web Semant., 2015

What is Special about Bethlehem, Pennsylvania? Identifying Unusual Facts about DBpedia Entities.

Benjamin Schäfer, Petar Ristoski, Heiko Paulheim

Proceedings of the ISWC 2015 Posters & Demonstrations Track co-located with the 14th International Semantic Web Conference (ISWC-2015), 2015

Event-Based Clustering for Reducing Labeling Costs of Event-related Microposts.

Axel Schulz, Frederik Janssen, Petar Ristoski, Johannes Fürnkranz

Proceedings of the Ninth International Conference on Web and Social Media, 2015

Event-based Clustering for Reducing Labeling Costs of Incident-Related Microposts.

Axel Schulz, Petar Ristoski, Johannes Fürnkranz, Frederik Janssen

Proceedings of the 2nd International Workshop on Mining Urban Data co-located with 32nd International Conference on Machine Learning (ICML 2015), 2015

The Linked Data Mining Challenge 2015.

Petar Ristoski, Heiko Paulheim, Vojtech Svátek, Vaclav Zeman

Proceedings of the 4th Workshop on Knowledge Discovery and Data Mining Meets Linked Open Data co-located with 12th Extended Semantic Web Conference (ESWC 2015), 2015

Visual Analysis of Statistical Data on Maps Using Linked Open Data.

Petar Ristoski, Heiko Paulheim

Proceedings of the Semantic Web: ESWC 2015 Satellite Events - ESWC 2015 Satellite Events Portorož, Slovenia, May 31, 2015

Towards Linked Open Data Enabled Data Mining - Strategies for Feature Generation, Propositionalization, Selection, and Consolidation.

Petar Ristoski

Proceedings of the Semantic Web. Latest Advances and New Domains, 2015

Using Graph Metrics for Linked Open Data Enabled Recommender Systems.

Petar Ristoski, Michael Schuhmacher, Heiko Paulheim

Proceedings of the E-Commerce and Web Technologies, 2015

2014

A Comparison of Propositionalization Strategies for Creating Features from Linked Open Data.

Petar Ristoski, Heiko Paulheim

Proceedings of the 1st Workshop on Linked Data for Knowledge Discovery co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2014), 2014

A Hybrid Multi-strategy Recommender System Using Linked Open Data.

Petar Ristoski, Eneldo Loza Mencía, Heiko Paulheim

Proceedings of the Semantic Web Evaluation Challenge, 2014

Feature Selection in Hierarchical Feature Spaces.

Petar Ristoski, Heiko Paulheim

Proceedings of the Discovery Science - 17th International Conference, 2014

2013

Analyzing Statistics with Background Knowledge from Linked Open Data.

Petar Ristoski, Heiko Paulheim

Proceedings of the 1st International Workshop on Semantic Statistics co-located with 13th International Semantic Web Conference, 2013

A System for Suggestion and Execution of Semantically Annotated Actions Based on Service Composition.

Milos Jovanovik, Petar Ristoski, Dimitar Trajanov

Proceedings of the ICT Innovations 2013, 2013

I See a Car Crash: Real-Time Detection of Small Scale Incidents in Microblogs.

Axel Schulz, Petar Ristoski, Heiko Paulheim

Proceedings of the Semantic Web: ESWC 2013 Satellite Events, 2013

2012

Semantic sky: a platform for cloud service integration based on semantic web technologies.

Dimitar Trajanov, Vladimir Zdraveski, Riste Stojanov, Petar Ristoski, Sonja Filiposka, Milos Jovanovik, Marjan Georgiev

Proceedings of the I-SEMANTICS 2012 - 8th International Conference on Semantic Systems, 2012

2011

Semantic Stored Procedures Programming Environment and Performance Analysis.

Marjan Efremov, Vladimir Zdraveski, Petar Ristoski, Dimitar Trajanov

Proceedings of the ICT Innovations 2011, Skopje, Macedonia, 14-16 September, 2011, 2011