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cff-version: 1.2.0
message: >-
If you use this software or build on it, please cite the paper below.
title: "PhotoGraph: Claim-Centric Knowledge Graphs for Personal Photo Management"
abstract: >-
Personal photo collections are increasingly organised with machine learning,
yet many systems still cannot answer contextual questions in an inspectable
way. Embedding-based retrieval supports natural language search, but provides
weak support for relational constraints, visual evidence, provenance, and
persistent correction. We present PhotoGraph, a claim-centric, spatially and
temporally aware knowledge graph framework for personal photo understanding
and photobook co-creation. PhotoGraph represents model outputs as
evidence-grounded claims with lifecycle state, enabling contextual retrieval
with justifications and event-based creation with fact-grounded storylines.
type: software
license: CC-BY-NC-4.0
url: "https://openreview.net/forum?id=7q0HDlrVfs"
repository-code: "https://github.com/DFKI-Interactive-Machine-Learning/PhotoGraph"
keywords:
- personal photo management
- knowledge graphs
- claim-centric representation
- contextual image retrieval
- human-AI collaboration
- visual storytelling
- photobook co-creation
# Affiliations are deliberately absent: the OpenReview record lists authors
# without them, and they are not worth guessing at. Add them if you want them.
authors: &authors
- family-names: Bhatti
given-names: "Omair Shahzad"
email: omair_shahzad.bhatti@dfki.de
- family-names: Selim
given-names: "Abdulrahman Mohamed"
- family-names: Kopácsi
given-names: László
- family-names: Barz
given-names: Michael
- family-names: Sonntag
given-names: Daniel
preferred-citation:
type: conference-paper
title: "PhotoGraph: Claim-Centric Knowledge Graphs for Personal Photo Management"
authors: *authors
collection-title: >-
Proceedings of the IJCAI-ECAI 2026 Joint Workshop on Generative AI and
Knowledge Graphs (GenAIK) and Neuro-symbolic Reasoning and Applications
(NORA)
conference:
name: "IJCAI-ECAI 2026 Joint Workshop on GenAIK and NORA"
year: 2026
month: 6
url: "https://openreview.net/forum?id=7q0HDlrVfs"