Index

3-Schema Architecture, 17, 30

Abstraction, 175, 177

aggregates, 12, 123, 132, 133, 134, 187, 191, 219

ANSI-SPARK, 17, 30, 219

BABOK, 70, 129

Big Data, 4, 5, 11, 12, 15, 17, 58, 59, 78, 87, 98, 223

Business Glossary, 97

business objects, 68, 91, 112, 124, 127, 128, 130, 131, 135, 136, 152, 158, 159, 175, 176, 198

business rules, 3, 51, 52, 53, 69, 125, 129, 135, 156, 183, 217

cardinality, 154, 155

Charles M. Bachman, 26

Chris Date, 33, 34, 35, 37, 100, 108, 112

CmapTools, 6, 71, 89

Cognition, 6, 60, 61, 71

cognitive computing, 48, 77, 78

Cognitive psychology, 60

collections, 123, 133, 134, 193, 194, 214

Concept extraction, 97

concept map, 66, 67, 69, 70, 74, 89, 92, 103, 109, 147, 148, 152, 153, 157, 159, 163, 170

Concept mapping, 64

Concept Model, 122, 123, 125, 139

concepts, 10, 42, 46, 47, 48, 51, 52, 65, 66, 68, 69, 70, 76, 80, 89, 90, 91, 96, 97, 113, 124, 127, 128, 135, 136, 153, 158, 159, 164, 167, 168, 175, 176, 180, 181, 197, 199, 215, 218

Conceptual modeling, 64, 84, 102

Conceptual Spaces, 71, 73, 223

Cullinane, 17

Cullinet, 39

data modeling processes, 11

data profiling, 94, 95, 96, 98

Data Structure Diagram, 7, 17, 27

data types, 104, 125, 135, 159, 171

DB2, 17, 19, 26, 39

DBOMP, 17, 21, 22, 23

denormalization, 84, 123, 134, 187, 189, 190, 191, 192, 193, 201

denormalized, 41, 133, 189, 199, 202, 205, 207

design, 35, 37, 53, 71, 84, 88, 99, 122, 123, 127, 136, 144, 146, 150, 162, 163, 175, 187, 192, 193, 208, 215, 217

directed graphs, 43, 49, 69, 80, 81, 105, 130, 136, 149

document stores, 187, 193

E. F. (Ted) Codd, 55

elicitation, 87, 122, 124, 135

entity extraction, 96

Entity-Relationship, 19, 29, 31, 50, 64, 102

foreign keys, 33, 43, 53, 104, 110, 160, 162, 168, 182

Foreign keys, 201

Functional dependencies, 93, 99

functional dependency graph, 99

Generalization, 90, 177

Google Knowledge Graph, 62

graph database, 18, 44, 45, 101, 181, 184, 185

Hierarchical data structures, 38

hierarchies, 25, 157, 158, 175, 176, 184, 187, 189, 190, 193, 199, 207, 208, 209

Identity, 124, 150, 160, 161, 162, 167

IDMS, 17, 24, 27, 28, 39, 40

IHMC, 6, 71

IMS, 17, 24, 26, 28, 39, 40

Informix, 39

Key/Value, 45, 187

knowledge graph, 74, 77, 97

Linkurious, 120

logical data model, 15, 84, 85, 210

Machine learning, 78

Many-to-many relationships, 91, 176

Michael Stonebraker, 56

multidimensional, 18, 61, 63, 151, 182, 187, 202, 205, 206, 209

Neo4J, 116

nested object types, 176, 180

Network data structures, 38

NIAM, 149

normal form, 36, 100, 142, 143, 144, 145, 146

normalization, 4, 9, 37, 38, 57, 99, 100, 101, 128, 139, 140, 146, 150, 160, 161, 220

NoSQL, 5, 6, 11, 17, 19, 24, 50, 58, 59, 60, 84, 132, 159, 187, 223

Object Orientation, 41

Object-Role-Modeling, 51

OMG, 6, 52, 65, 70, 214

One-to-many relationships, 91

One-to-one relationships, 91, 175

optionality, 154, 156

Oracle, 17, 19, 39, 105, 204

ORM, 47, 50, 51, 53, 129, 149

pattern, 153, 164, 193

Peter Chen, 17, 30, 50, 163

physical data model, 84

pointers, 21, 22, 26, 28, 33, 79, 81, 150

Primary key, 53

properties, 43, 45, 46, 49, 67, 68, 73, 76, 89, 91, 106, 113, 125, 127, 128, 131, 135, 136, 147, 152, 154, 159, 161, 164, 173, 177, 179, 180, 181, 182, 190, 195, 197, 205

property graph, 3, 18, 44, 49, 50, 112, 126, 130, 131, 133, 136, 170, 181, 182, 184, 197, 200, 204

property graph data model, 50, 130, 136

query optimizer, 33

RDF, 18, 46, 47, 48, 73, 76, 108, 133, 178, 187, 194, 195, 196, 197

redundancy, 35, 36, 100, 132, 139, 179, 193

Relational Data Model, 9

Relational Model, 17, 32, 35, 44, 203

Relationship Discovery, 97

relevance, 12, 13, 15

relvar, 33, 34, 36, 37, 161

repeating groups, 142, 143, 176, 191

SBVR, 6, 47, 52, 65, 70, 129

semantic, 42, 45, 46, 47, 51, 53, 62, 73, 75, 76, 77, 97, 131, 178, 187, 194, 197

Semantic Web, 46, 73, 75, 76, 108, 197

solution data model, 85, 89, 122, 126, 129, 132, 133, 134, 137, 152, 153, 154, 159, 162, 179, 180, 186, 189, 190, 193, 195, 197, 198, 200, 215

spatial, 61, 63, 80

specialization, 177

SQL, 3, 6, 9, 16, 18, 19, 23, 32, 33, 39, 40, 44, 50, 57, 99, 105, 128, 133, 150, 151, 154, 156, 157, 181, 185, 187, 189, 199, 200, 201, 203, 204, 223

subtypes, 177, 178, 179

surrogate key, 53, 54, 168, 170

terminology, 9, 10, 53, 85, 90, 123, 124, 125, 126, 134, 135, 153, 161, 176, 177, 219

Terry Halpin, 53

Text mining, 96

UML, 18, 19, 41, 47, 52, 53, 61, 64, 76, 102, 107, 129

uniqueness, 54, 124, 127, 132, 136, 150, 151, 160, 161, 162, 166, 167, 168, 169, 189, 216, 219

Unknown, 157

versioning, 174, 175, 187

Visualization, 12, 81, 98, 99, 102, 107

V-words, 12

W3C, 18, 46, 75, 197

XML, 18, 46, 73, 113, 196