TamperedNews & News400 (IJMIR'21 Update)

Multimodal Analytics for Real-world News using Measures of Cross-modal Entity Consistency

This repository contains the TamperedNews and News400 datasets introduced in the paper:

Eric Müller-Budack, Jonas Theiner, Sebastian Diering, Maximilian Idahl, Sherzod Hakimov und Ralph Ewerth. „Multimodal news analytics using measures of cross-modal entity and context consistency“. In: International Journal of Multimedia Information Retrieval 10.2 (2021), Springer, S. 111–125. DOI: https://doi.org/10.1007/s13735-021-00207-4

Content

For both datasets TamperedNews and News400, we provide the:

  • *dataset*.tar.gz containing the *dataset*.jsonl with
    • Web links to the news texts
    • Web links to the news image
    • Outputs of the named entity recognition and disambiguation (NERD) approach
    • Untampered and tampered entities
  • *dataset*_features.tar.gzwith visual features for events, locations, and persons
  • news400_wordembeddings.tar.gz: Word embeddings of all nouns in the news texts of the News400 dataset

Please note that the word embeddings of the TamperedNews dataset (tamperednews_wordembeddings.tar.gz) have been already provided in the first version (Link).

For all entities detected in both datasets, we provide:

  • entities.tar.gz containing an *entity_type*.jsonl for all entity types (events, locations, and persons) with:
    • Wikidata ID
    • Wikidata label
    • Meta information used for tampering
    • Web links to all reference images crawled from Google, Bing, and Wikidata
  • entities_features.tar.gz containing the visual features of the reference images for all entities

Source Code

The source code to reproduce our results as well as download scripts to crawl news texts and images can be found on our GitHub page: https://github.com/TIBHannover/cross-modal_entity_consistency

Data and Resources

Cite this as

Eric Müller-Budack, Jonas Theiner, Sebastian Diering, Maximilian Idahl, Sherzod Hakimov, Ralph Ewerth (2022). Dataset: TamperedNews & News400 (IJMIR'21 Update). https://doi.org/10.25835/lzcs481w

DOI retrieved: May 17, 2022

Additional Info

Field Value
Imported on January 12, 2023
Last update August 4, 2023
License CC-BY-NC-3.0
Source https://data.uni-hannover.de/dataset/tamperednews-news400-ijmir21
Author Eric Müller-Budack
More Authors
Jonas Theiner
Sebastian Diering
Maximilian Idahl
Sherzod Hakimov
Ralph Ewerth
Author Email Eric Müller-Budack
Maintainer Eric Müller-Budack
Maintainer Email Eric Müller-Budack
Source Creation 17 May, 2022, 14:46 PM (UTC+0000)
Source Modified 17 May, 2022, 18:41 PM (UTC+0000)