Intro
Preface
STRUCTURE OF THE BOOK
Basic Questions
I MODEL IN AGENT OR AGENT IN MODEL?
II DATA-DRIVEN OR SUBSTITUTION-DRIVEN?
III MEDIA AND THEIR DUAL MODALITIES
IV FUNCTIONAL EQUIVALENCE AND UPSCALING CONTINUITY
V ABSTRACTION IN PROGRAMMING
VI SYMBOLIC VS. SUBSYMBOLIC
VII NOW FRONT AND THE ON-BOARD ORIENTATION SYSTEM
VII DATA-DRIVEN BEHAVIOR
Abbreviations Referring to Preceding Work
Contents
Part I Semantics
1. Ontology
1.1 Scientific Observation
1.1.1 ROBOT'S NONLANGUAGE COGNITION OBSERVED BY SCIENTIST

1.1.2 ROBOT'S LANGUAGE COGNITION OBSERVED BY SCIENTIST
1.1.3 COMBINING LANGUAGE AND NONLANGUAGE OBSERVATION
1.2 Agent-Based vs. Sign-Based
1.2.1 ONTOLOGY OF AN AGENT-BASED APPROACH
1.2.2 PRELIMINARY STRUCTURE OF AN AGENT WITH LANGUAGE
1.2.3 DEFINING CONTINGENT MEANING IN SET THEORY
1.2.4 TWO DENOTATION FUNCTIONS
1.2.5 ONTOLOGY OF SIGN-BASED PREDICATE CALCULUS
1.3 Grounding
1.3.1 TYPE AND TOKEN OF THE CONCEPT square
1.3.2 RECOGNITION OF square
1.3.3 ACTION OF REALIZING square
1.3.4 TYPE AND TOKEN OF THE COLOR CALLED blue
1.3.5 RECOGNITION OF blue

1.3.6 ACTION OF REALIZING blue
1.4 Data Structure
1.4.1 BUILDING A FUNCTOR-ARGUMENT BY CROSS-COPYING
1.4.2 BUILDING A COORDINATION BY CROSS-COPYING
1.5 Cognitive Foundation
1.5.1 KINDS AND ORDER OF ATTRIBUTES IN A PROPLET
1.5.2 RELATED NOTIONS IN LINGUISTICS, LOGIC, AND PHILOSOPHY
1.5.3 1ST CORRELATION: SYNTACTIC AND SEMANTIC KIND
1.5.4 2ND CORRELATION: CONTENT KIND AND COMPUT. MECHANISM
1.5.5 COGNITIVE SQUARE OF DBS
1.5.6 CLOSER VIEW OF THE COGNITIVE SQUARE
1.5.7 PROPLETS INSTANTIATING THE COGNITIVE SQUARE OF DBS
1.6 Computational Pattern Matching

1.6.2 TWO KINDS OF COMPUTATIONAL PATTERN MATCHING IN
1.6.3 TYPE-TOKEN MATCHING BETWEEN CORE VALUES
2. Algorithm
2.1 Time-Linear Hear Mode Derivation
2.1.1 ISOLATED LEXICAL ANALYSIS OF Lucy found a big blue square .
2.1.2 THE THREE KINDS OF DBS HEAR MODE OPERATIONS
2.1.3 TIME-LINEAR SURFACE-COMPOSITIONAL HEAR MODE DERIVATION
2.2 Hear Mode Operations
2.2.1 STRUCTURAL PROPERTIES COMMON TO DBS OPERATION KINDS
2.2.2 CROSS-COPYING (person x) AND find WITH SBJ×PRD (line 1)
2.2.3 CROSS-COPYING find AND n_1 WITH PRD×OBJ (line 2)

2.2.4 CROSS-COPYING n_1 AND big WITH DET×ADN (line 3)
2.2.5 CROSS-COPYING big AND blue WITH ADN×ADN (line 4)
2.2.6 ABSORBING square INTO n_1 WITH DET∪CN (line 5)
2.3 A-Memory
2.3.1 TWO-DIMENSIONAL DATABASE SCHEMA OF A-MEMORY
2.3.2 SCHEMATIC EXAMPLE OF A TOKEN LINE
2.3.3 STORING THE CONTENT DERIVED IN 2.1.2 IN A-MEMORY
2.4 Loomlike Clearance of Now Front
2.5 Semantic Relations of Structure
2.5.1 INTRAPROPOSITIONAL RELATIONS OF ENGLISH
2.5.2 EXTRAPROPOSITIONAL RELATIONS OF ENGLISH
2.6 Speak Mode Operations and Laboratory Set-Up