A Multimodal Knowledge Graph Infrastructure for Digital Twins of Financial Operational Risks: Mortgages and FX stocks

Nizar Al Ahmad; Yuting Zhang; Anelia Kurteva

A Multimodal Knowledge Graph Infrastructure for Digital Twins of Financial Operational Risks: Mortgages and FX stocks

Nizar Al Ahmad
, Yuting Zhang
, Anelia Kurteva

Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	The Semantic Web
Subtitle of host publication	ESWC 2026 Satellite Events. Dubrovnik, Croatia, May 10-14, 2026. Proceedings
Publisher	Springer
Publication status	Accepted/In press - 16 Apr 2026
Event	23rd European Semantic Web Conference - Dubrovnik, Croatia Duration: 10 May 2026 → 14 May 2026 https://2026.eswc-conferences.org/

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	23rd European Semantic Web Conference
Abbreviated title	ESWC 2026
Country/Territory	Croatia
City	Dubrovnik
Period	10/05/26 → 14/05/26
Internet address	https://2026.eswc-conferences.org/

Bibliographical note

Not yet published as of 06/07/2026. Publication expected in September 2026.

Keywords

knowledge graph
ontology
LLM
multimodal data
Financial risk
digital twins

Cite this

@inproceedings{4899709629134145b3dfd51875b51f7e,

title = "A Multimodal Knowledge Graph Infrastructure for Digital Twins of Financial Operational Risks: Mortgages and FX stocks",

keywords = "knowledge graph, ontology, LLM, multimodal data, Financial risk, digital twins",

author = "\{Al Ahmad\}, Nizar and Yuting Zhang and Anelia Kurteva",

note = "Not yet published as of 06/07/2026. Publication expected in September 2026.; 23rd European Semantic Web Conference, ESWC 2026 ; Conference date: 10-05-2026 Through 14-05-2026",

year = "2026",

month = apr,

day = "16",

language = "English",

series = "Lecture Notes in Computer Science",

publisher = "Springer",

booktitle = "The Semantic Web",

url = "https://2026.eswc-conferences.org/",

}

Al Ahmad, N, Zhang, Y & Kurteva, A 2026, A Multimodal Knowledge Graph Infrastructure for Digital Twins of Financial Operational Risks: Mortgages and FX stocks. in The Semantic Web: ESWC 2026 Satellite Events. Dubrovnik, Croatia, May 10-14, 2026. Proceedings. Lecture Notes in Computer Science, Springer, 23rd European Semantic Web Conference, Dubrovnik, Croatia, 10/05/26.

A Multimodal Knowledge Graph Infrastructure for Digital Twins of Financial Operational Risks: Mortgages and FX stocks. / Al Ahmad, Nizar; Zhang, Yuting; Kurteva, Anelia.
The Semantic Web: ESWC 2026 Satellite Events. Dubrovnik, Croatia, May 10-14, 2026. Proceedings. Springer, 2026. (Lecture Notes in Computer Science).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - A Multimodal Knowledge Graph Infrastructure for Digital Twins of Financial Operational Risks

T2 - 23rd European Semantic Web Conference

AU - Al Ahmad, Nizar

AU - Zhang, Yuting

AU - Kurteva, Anelia

N1 - Not yet published as of 06/07/2026. Publication expected in September 2026.

PY - 2026/4/16

Y1 - 2026/4/16

KW - knowledge graph

KW - ontology

KW - LLM

KW - multimodal data

KW - Financial risk

KW - digital twins

UR - https://link.springer.com/conference/esws

M3 - Conference contribution

T3 - Lecture Notes in Computer Science

BT - The Semantic Web

PB - Springer

Y2 - 10 May 2026 through 14 May 2026

ER -