Selected Publication

Link Prediction using Numerical Weights for Knowledge Graph Completion within the Scholarly Domain

Von , , , , , , , , , |2021-11-27T21:49:10+01:00Dezember 11th, 2020|Kategorien: NIMI Publications, NIMI-Member-MojtabaNayeri, Selected Publication|Tags: |

Abstract Knowledge graphs (KGs) are widely used for modeling scholarly communication, informing scientometric analysis, and supporting a variety of intelligent services to explore the literature and predict research dynamics. However, they often suffer from [...]

5* Knowledge Graph Embeddings with Projective Transformations

Von , , , |2021-01-31T12:17:54+01:00Juni 8th, 2020|Kategorien: NIMI Publications, NIMI-Member-MojtabaNayeri, Selected Publication|Tags: |

Abstract Performing link prediction using knowledge graph embedding (KGE) models is a popular approach for knowledge graph completion. Such link predictions are performed by measuring the likelihood of links in the graph via a [...]

Unveiling scholarly communities over knowledge graphs

Von , , , , , |2020-12-13T23:04:41+01:00September 10th, 2018|Kategorien: NIMI Publications, Selected Publication|Tags: |

Abstract Knowledge graphs represent the meaning of properties of real-world entities and relationships among them in a natural way. Exploiting semantics encoded in knowledge graphs enables the implementation of knowledge-driven tasks such as semantic [...]

OpenResearch: Collaborative Management of Scholarly Communication Metadata

Von , , , |2020-12-13T23:56:38+01:00November 19th, 2016|Kategorien: NIMI Publications, Selected Publication|Tags: |

Abstract Scholars often need to search for matching, high-profile scientific events to publish their research results. Information about topical focus and quality of events is not made sufficiently explicit in the existing communication channels [...]

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