ai

1. Term Project
- AI Security -
Spring Semester of 2023

2. Contents
 Goal of the Project
 Knowledge Graph Construction
 Approach for estimation and reasoning
techniques
 Teams and Schedule
 Kinds of Submission
 References
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3. Goal of the Project
 Artificial Intelligence Systems that reason and/or
estimate which characters are criminals while providing a
reasonable explanation based on an open knowledge
graph of a well-known Sherlock Holmes mystery story.
 The Adventure of the Speckled Band is the eighth
Sherlock Holmes short story originally published in
Strand Magazine in February 1892.
 We try to find the murderer by inferring the person who
has the motive, opportunity and method.
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4. Knowledge Graph Construction
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5. Approach for estimation and
reasoning techniques
 Create an ontology of motives and methods of murder
from dictionaries, added it to the knowledge graph of
“The Adventure of the Speckled Band”, and applied
scripts to determine motives, opportunities, and
methods.
 From these scripts, we obtained characters with motives,
characters with opportunities to kill, and characters who
could execute the methods of killing deduced from the
situation at the crime scene.
 We made the final overall judgment manually based on
the assessment of motive, opportunity, and method.
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6.  Team 1 : ALI YASIR/DAS TANNI/SOLAT FARANAKSADAT
 Team 2 : MOHAMED JISMY AASHIK RASOC/KARIMOV
SHAKHZOD/TUKHTAEV AKHRORBEK
 Team 3 : ALTAF MUHAMMAD/RAHAMAN MD ABDUR/
ALABDUL WAHAB ABRAR SAMI S
 Team 4 : 김진아/최찬영/이소라/최선
 Team 5 : 김나영/정희영/김진혁/Basak Mainak
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Teams and Schedule (1)

7.  May 10 : Knowledge Graph of “The Adventure of the
Speckled Band”
 May 17 : Created Ontologies (1)
 Motivation/Opportunities
 May 24 : Created Ontologies (2)
 Method/Final overall judgment
 June 7 : Presentation (1)
 June 14 : Presentation (2) / Final
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Teams and Schedule (2)

8. Kinds of Submission
 Main Category : development of a system that can
accomplish the task(with simulation result)
 Tool Category : development of a tool with which a task
can be partially solved
 Idea Category : development of idea to realize Main or
Tool category (no actual implementation is necessary)
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9.  https://github.com/KGChallenge/Challenge
 http://lod.hozo.jp/repositories/kgc#query
 https://github.com/KnowledgeGraphJapan/KGRC-
RDF/tree/master/2019
 A Logical Approach to Criminal Case Investigation
 Report on the First Knowledge Graph Reasoning
Challenge 2018 – Toward the eXplainable AI System –
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References