Denotative Modeling of Legal Discourse

The discourse of contracts, agreements, and treaties is an important part of social relations. At the initial stage, such documents can be modeled for interpretive analysis and automated processing. The modeling method simulates the transition from verbal form to structured content. The article describes the procedure for constructing a denotative model of various types of legal discourse at the initial stage of interpretive analysis. The author used the formal semantics method based on the denotative structure of the text to determine the ratio of explicit vs. implicit information in contracts and public offers. The analysis of content elements revealed links and relationships between them, some of which were illustrated graphically as hierarchical structures based on the special legal and economic knowledge. Others were visualized as a network explicating the effect of dispositive legal norms for private entities. The visualization revealed some challenges in understanding and presenting the denotative structure of legal discourse. These difficulties depended on the type of the document, as well as on the links and relationships between the parties specified in the text, its subject, and norms stipulated by the civil, labor, banking, of other law.

Authors

Institutions

Publication Details

Journal
Virtual Communication and Social Networks
Published
2026-02-12
DOI
https://doi.org/10.21603/vcsn-2026-5-1-1-13
Primary Topic
Artificial Intelligence in Law
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Denotative Modeling of Legal Discourse

Irina Kovalevskaya
Virtual Communication and Social Networks
Artificial Intelligence in Law
article

Denotative Modeling of Legal Discourse

Irina Kovalevskaya
article en

Abstract

The discourse of contracts, agreements, and treaties is an important part of social relations. At the initial stage, such documents can be modeled for interpretive analysis and automated processing. The modeling method simulates the transition from verbal form to structured content. The article describes the procedure for constructing a denotative model of various types of legal discourse at the initial stage of interpretive analysis. The author used the formal semantics method based on the denotative structure of the text to determine the ratio of explicit vs. implicit information in contracts and public offers. The analysis of content elements revealed links and relationships between them, some of which were illustrated graphically as hierarchical structures based on the special legal and economic knowledge. Others were visualized as a network explicating the effect of dispositive legal norms for private entities. The visualization revealed some challenges in understanding and presenting the denotative structure of legal discourse. These difficulties depended on the type of the document, as well as on the links and relationships between the parties specified in the text, its subject, and norms stipulated by the civil, labor, banking, of other law.

Virtual Communication and Social NetworksVol. 5(1)
Belarusian State University (BY)
Openalex Percentile: Top 62%
Artificial Intelligence in Law
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Denotative Modeling of Legal Discourse — Irina Kovalevskaya · Virtual Communication and Social Networks (2026) | TGRS Research Map | TGRS