Preface |
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xix | |
1 What is Data Industry? |
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1 | (18) |
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2 | (4) |
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3 | (1) |
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4 | (2) |
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6 | (4) |
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1.2.1 Industry Classification, |
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7 | (1) |
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1.2.2 The Modern Industrial System, |
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7 | (3) |
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10 | (9) |
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10 | (1) |
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1.3.2 An Industry Structure Study, |
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10 | (3) |
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1.3.3 Industrial Behavior, |
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13 | (3) |
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1.3.4 Market Performance, |
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16 | (3) |
2 Data Resources |
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19 | (22) |
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19 | (3) |
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2.1.1 Data-Intensive Discovery in the Natural Sciences, |
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20 | (1) |
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2.1.2 The Social Sciences Revolution, |
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21 | (1) |
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2.1.3 The Underused Scientific Record, |
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22 | (1) |
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22 | (4) |
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2.2.1 Open Governmental Affairs Data, |
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24 | (1) |
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2.2.2 Public Release of Administrative Data, |
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25 | (1) |
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2.2.3 A "Numerical" Misunderstanding in Governmental Affairs, |
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26 | (1) |
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26 | (7) |
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2.3.1 Cyberspace: Data of the Sole Existence, |
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27 | (1) |
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28 | (1) |
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2.3.3 Forum Opinion Mining, |
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28 | (1) |
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2.3.4 Chat with Hidden Identities, |
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29 | (1) |
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2.3.5 Email: The First Type of Electronic Evidence, |
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30 | (1) |
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2.3.6 Evolution of the Blog, |
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31 | (1) |
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2.3.7 Six Degrees Social Network, |
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32 | (1) |
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33 | (1) |
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2.4.1 Twins on News and Financial Data, |
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33 | (1) |
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2.4.2 The Annoyed Data Center, |
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33 | (1) |
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34 | (2) |
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2.5.1 Clinical Data: EMRs, EHRs, and PHRs, |
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34 | (1) |
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2.5.2 Medicare Claims Data Fraud and Abuse Detection, |
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35 | (1) |
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36 | (2) |
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37 | (1) |
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2.6.2 Fixed-Position Data, |
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37 | (1) |
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2.6.3 Location-Based Data, |
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38 | (1) |
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38 | (3) |
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39 | (1) |
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39 | (2) |
3 Data Industry Chain |
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41 | (18) |
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3.1 Industrial Chain Definition, |
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41 | (2) |
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3.1.1 The Meaning and Characteristics, |
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41 | (2) |
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3.1.2 Attribute-Based Categories, |
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43 | (1) |
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3.2 Industrial Chain Structure, |
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43 | (3) |
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44 | (1) |
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3.2.2 Environmental Elements, |
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44 | (2) |
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3.3 Industrial Chain Formation, |
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46 | (5) |
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46 | (4) |
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3.3.2 Dimensional Matching, |
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50 | (1) |
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3.4 Evolution of Industrial Chain, |
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51 | (2) |
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3.5 Industrial Chain Governance, |
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53 | (3) |
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3.5.1 Governance Patterns, |
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53 | (1) |
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3.5.2 Instruments of Governance, |
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54 | (2) |
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3.6 The Data Industry Chain and its Innovation Network, |
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56 | (3) |
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56 | (1) |
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57 | (2) |
4 Existing Data Innovations |
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59 | (14) |
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59 | (4) |
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60 | (1) |
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61 | (1) |
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62 | (1) |
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63 | (1) |
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63 | (4) |
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4.2.1 Market Positioning, |
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64 | (1) |
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64 | (2) |
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4.2.3 Customer Evaluation, |
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66 | (1) |
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67 | (2) |
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4.3.1 Targeted Advertising, |
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67 | (1) |
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4.3.2 Instant Broadcasting, |
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68 | (1) |
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69 | (1) |
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70 | (3) |
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4.5.1 Tracking Epidemics, |
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71 | (1) |
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4.5.2 Whole-Genome Sequencing, |
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72 | (1) |
5 Data Services in Multiple Domains |
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73 | (26) |
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5.1 Scientific Data Services, |
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73 | (3) |
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5.1.1 Literature Retrieval Reform, |
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74 | (1) |
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5.1.2 An Alternative Scholarly Communication Initiative, |
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74 | (1) |
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5.1.3 Scientific Research Project Services, |
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75 | (1) |
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5.2 Administrative Data Services, |
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76 | (3) |
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77 | (1) |
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5.2.2 Statistical Office, |
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78 | (1) |
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5.2.3 Environmental Protection Agency, |
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78 | (1) |
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5.3 Internet Data Services, |
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79 | (3) |
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79 | (1) |
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80 | (2) |
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82 | (1) |
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5.4 Financial Data Services, |
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82 | (4) |
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5.4.1 Describing Correlations, |
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83 | (1) |
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5.4.2 Simulating Market-Makers' Behaviors, |
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84 | (1) |
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5.4.3 Forecasting Security Prices, |
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85 | (1) |
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5.5 Health Data Services, |
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86 | (5) |
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5.5.1 Approaching the Healthcare Singularity, |
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87 | (1) |
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5.5.2 New Drug of Launching Shortcuts, |
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87 | (1) |
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5.5.3 Monitoring in Chronic Disease, |
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88 | (2) |
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5.5.4 Data Supporting Data: Brain Sciences and Traditional Chinese Medicine, |
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90 | (1) |
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5.6 Transportation Data Services, |
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91 | (3) |
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5.6.1 Household Travel Characteristics, |
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91 | (1) |
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5.6.2 Multivariate Analysis of Traffic Congestion, |
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92 | (1) |
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5.6.3 Short-Term Travel Time Estimation, |
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93 | (1) |
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5.7 Transaction Data Services, |
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94 | (5) |
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94 | (1) |
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5.7.2 Sales Transformation, |
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95 | (1) |
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96 | (3) |
6 Data Services in Distinct Sectors |
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99 | (24) |
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6.1 Natural Resource Sectors, |
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99 | (5) |
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6.1.1 Agriculture: Rely on What?, |
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100 | (1) |
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6.1.2 Forestry Sector: Grain for Green at All Costs?, |
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101 | (1) |
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6.1.3 Livestock and Poultry Sector: Making Early Warning to Be More Effective, |
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101 | (1) |
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6.1.4 Marine Sector: How to Support the Ocean Economy?, |
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102 | (1) |
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6.1.5 Extraction Sector: A New Exploration Strategy, |
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103 | (1) |
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6.2 Manufacturing Sector, |
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104 | (2) |
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6.2.1 Production Capacity Optimization, |
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104 | (1) |
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6.2.2 Transforming the Production Process, |
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105 | (1) |
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6.3 Logistics and Warehousing Sector, |
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106 | (1) |
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6.3.1 Optimizing Order Picking, |
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106 | (1) |
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6.3.2 Dynamic Equilibrium Logistic Channels, |
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107 | (1) |
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107 | (2) |
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6.4.1 Extracting More Transportation Capacity, |
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108 | (1) |
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6.4.2 Determining the Optimal Transfer in Road, Rail, Air, and Water Transport, |
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108 | (1) |
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109 | (2) |
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6.5.1 Urban Planning: Along the Timeline, |
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109 | (1) |
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6.5.2 Commercial Layout: To Be Unique, |
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110 | (1) |
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6.5.3 Property Management: Become Intelligent, |
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110 | (1) |
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111 | (2) |
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6.6.1 Travel Arrangements, |
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111 | (1) |
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6.6.2 Pushing Attractions, |
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112 | (1) |
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6.6.3 Gourmet Food Recommendations, |
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112 | (1) |
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6.6.4 Accommodation Bidding, |
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113 | (1) |
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6.7 Education and Training Sector, |
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113 | (2) |
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6.7.1 New Knowledge Appraisal Mechanism, |
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114 | (1) |
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6.7.2 Innovative Continuing Education, |
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114 | (1) |
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115 | (4) |
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6.8.1 Prolong Life: More Scientific, |
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115 | (1) |
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6.8.2 Elderly Care: Technology-Enhanced, Enough?, |
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116 | (1) |
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6.8.3 Legal Services: Occupational Changes, |
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117 | (1) |
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6.8.4 Patents: The Maximum Open Data Resource, |
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117 | (1) |
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6.8.5 Meteorological Data Services: How to Commercialize?, |
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118 | (1) |
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6.9 Media, Sports, and the Entertainment Sector, |
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119 | (2) |
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119 | (1) |
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6.9.2 Interactive Script, |
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120 | (1) |
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121 | (2) |
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121 | (1) |
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6.10.2 Public Opinion Analysis, |
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122 | (1) |
7 Business Models in the Data Industry |
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123 | (12) |
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7.1 General Analysis of the Business Model, |
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123 | (3) |
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7.1.1 A Set of Elements and Their Relationships, |
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124 | (1) |
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7.1.2 Forming a Specific Business Logic, |
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125 | (1) |
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7.1.3 Creating and Commercializing Value, |
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125 | (1) |
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7.2 Data Industry Business Models, |
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126 | (3) |
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7.2.1 A Resource-Based View: Resource Possession, |
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126 | (1) |
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7.2.2 A Dynamic-Capability View: Endogenous Capacity, |
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127 | (1) |
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7.2.3 A Capital-Based View: Venture-Capital Operation, |
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128 | (1) |
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7.3 Innovation of Data Industry Business Models, |
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129 | (6) |
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129 | (2) |
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131 | (1) |
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132 | (3) |
8 Operating Models in the Data Industry |
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135 | (12) |
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8.1 General Analysis of the Operating Model, |
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136 | (2) |
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8.1.1 Strategic Management, |
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136 | (1) |
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137 | (1) |
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137 | (1) |
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8.2 Data Industry Operating Models, |
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138 | (6) |
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8.2.1 Gradual Development: Google, |
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138 | (1) |
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8.2.2 Micro-Innovation: Baidu, |
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139 | (1) |
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140 | (1) |
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8.2.4 Data-Driven Restructuring: IBM, |
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140 | (1) |
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8.2.5 Mergers and Acquisitions: Yahoo!, |
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141 | (1) |
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8.2.6 Reengineering: Facebook, |
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142 | (1) |
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8.2.7 The Second Venture: Alibaba, |
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143 | (1) |
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8.3 Innovation of Data Industry Operating Models, |
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144 | (3) |
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8.3.1 Philosophy of Business, |
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144 | (1) |
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145 | (1) |
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8.3.3 Force Field Analysis, |
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145 | (2) |
9 Enterprise Agglomeration of the Data Industry |
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147 | (12) |
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9.1 Directive Agglomeration, |
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148 | (1) |
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9.1.1 Data Resource Endowment, |
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148 | (1) |
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9.1.2 Multiple Target Sites, |
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149 | (1) |
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9.2 Driven Agglomeration, |
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149 | (3) |
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150 | (1) |
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150 | (1) |
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151 | (1) |
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9.3 Industrial Symbiosis, |
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152 | (2) |
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152 | (1) |
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9.3.2 Virtual Derivative, |
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153 | (1) |
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9.4 Wheel-Axle Type Agglomeration, |
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154 | (1) |
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9.4.1 Vertical Leadership Development, |
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154 | (1) |
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9.4.2 The Radiation Effect of Growth Poles, |
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154 | (1) |
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9.5 Refocusing Agglomeration, |
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155 | (4) |
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9.5.1 "Smart Heart" of the Central Business District, |
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155 | (1) |
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9.5.2 The Core Objective "Besiege", |
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156 | (3) |
10 Cluster Effects of the Data Industry |
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159 | (12) |
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159 | (2) |
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10.1.1 External Economies of Scale, |
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160 | (1) |
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10.1.2 External Economies of Scope, |
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160 | (1) |
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161 | (3) |
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161 | (2) |
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163 | (1) |
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164 | (3) |
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10.3.1 The Division of Cost, |
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164 | (1) |
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165 | (1) |
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166 | (1) |
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10.4 Competitive Advantages, |
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167 | (2) |
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10.4.1 Innovation Performance, |
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167 | (1) |
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10.4.2 The Impact of Expansion, |
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168 | (1) |
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169 | (2) |
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169 | (1) |
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10.5.2 Data Asset Specificity, |
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169 | (1) |
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170 | (1) |
11 A Mode of Industrial Development for the Data Industry |
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171 | (12) |
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11.1 General Analysis of the Development Mode, |
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171 | (2) |
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11.1.1 Influence Factors, |
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172 | (1) |
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172 | (1) |
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11.2 A Basic Development Mode for the Data Industry, |
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173 | (3) |
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11.2.1 Industrial Structure: A Comprehensive Advancement Plan, |
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173 | (1) |
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11.2.2 Industrial Organization: Dominated by the SMEs, |
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174 | (1) |
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11.2.3 Industrial Distribution: Endogenous Growth, |
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174 | (1) |
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11.2.4 Industrial Strategy: Self-Dependent Innovation, |
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175 | (1) |
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11.2.5 Industrial Policy: Market Driven, |
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176 | (1) |
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11.3 An Optimized Development Mode for the Data Industry, |
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176 | (7) |
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11.3.1 New Industrial Structure: Built on Upgrading of Traditional Industries, |
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176 | (2) |
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11.3.2 New Industrial Organization: Small Is Beautiful, |
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178 | (1) |
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11.3.3 New Industrial Distribution: Constructing a Novel Type of Industrial Bases, |
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178 | (1) |
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11.3.4 New Industrial Strategy: Industry/University Cooperation, |
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179 | (1) |
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11.3.5 New Industrial Policy: Civil-Military Coordination, |
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180 | (3) |
12 A Guide to the Emerging Data Law |
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183 | (6) |
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183 | (2) |
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185 | (1) |
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12.3 Data Fraud Prevention Law, |
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186 | (1) |
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187 | (1) |
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188 | (1) |
References |
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189 | (4) |
Index |
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193 | |