Extraction and Integration of MovieLens and IMDb Data - APMD
Extraction and Integration of MovieLens and IMDb Data - APMD
Extraction and Integration of MovieLens and IMDb Data - APMD
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<strong>Extraction</strong> <strong>and</strong> <strong>Integration</strong> <strong>of</strong> <strong>MovieLens</strong> <strong>and</strong> <strong>IMDb</strong> <strong>Data</strong> – Technical Report<br />
28<br />
Figure 23 – Integrated schema<br />
I_Movies<br />
MovieId<br />
Title<strong>MovieLens</strong><br />
TitleIMDB<br />
I_MovieRatings<br />
MovieId<br />
Distribution<br />
Votes<br />
Rating<br />
I_Genres<br />
Genre<br />
I_MovieGenres<br />
MovieId<br />
Genre<br />
MovieId<br />
MovieId<br />
Genre<br />
I_Countries<br />
Country<br />
LongName<br />
DomainCode<br />
ISO2Code<br />
ISO3Code<br />
UNnumericalCode<br />
IsCurrent<br />
IsSovereign<br />
Sovereign<br />
Continent<br />
SecondaryContinent<br />
Area<br />
Inhabitants<br />
I_MovieCountries<br />
MovieId<br />
Country<br />
MovieId<br />
Country<br />
I_Years<br />
Year<br />
Decade<br />
I_MovieYears<br />
MovieId<br />
Year<br />
YearInfo<br />
Year<br />
MovieId<br />
I_MovieReleaseDates<br />
MovieId<br />
Country<br />
ReleaseDate<br />
ReleaseYear<br />
ReleaseInfo<br />
Year=<br />
ReleaseYear<br />
Country<br />
MovieId<br />
I_Keywords<br />
Keyword<br />
MovieQuantities<br />
I_MovieKeywords<br />
MovieId<br />
Keyword<br />
Keyword<br />
MovieId<br />
Language<br />
MovieId<br />
I_Languages<br />
Language<br />
I_MovieLanguages<br />
MovieId<br />
Language<br />
LanguageInfo<br />
I_CountryCodes<br />
CountryCode<br />
Country<br />
Description<br />
I_MovieProductionCompanies<br />
MovieId<br />
CompanyName<br />
CountryCode<br />
CompanyInfo<br />
CountryCode<br />
MovieId<br />
Type<br />
MovieId<br />
I_Types<br />
Type<br />
TypeDescription<br />
I_MovieTypes<br />
MovieId<br />
Type<br />
Color<br />
MovieId<br />
I_Colors<br />
Color<br />
I_MovieColors<br />
MovieId<br />
Color<br />
ColorInfo<br />
LinkType<br />
MovieId<br />
LinkMovieId=MovieId<br />
I_LinkTypes<br />
LinkType<br />
I_MovieLinks<br />
MovieId<br />
LinkMovieId<br />
LinkType<br />
2<br />
BudgetCurrency=Currency /<br />
RevenueCurrency=Currency<br />
MovieId<br />
I_Currencies<br />
Currency<br />
ConversionUSD<br />
I_MovieBusiness<br />
MovieId<br />
BudgetCurrency<br />
Budget<br />
BudgetUSD<br />
RevenueCurrency<br />
Revenue<br />
RevenueUSD<br />
2<br />
I_MovieDistributors<br />
MovieId<br />
DistributionCompany<br />
CountryCode<br />
DistributionInfo<br />
CountryCode<br />
MovieId<br />
I_Distributors<br />
DistributionCompany<br />
DistributionCompany<br />
I_Zones<br />
Zone<br />
Country<br />
Country<br />
I_MovieLocations<br />
MovieId<br />
Location<br />
Zone<br />
LocationInfo<br />
Zone<br />
MovieId<br />
I_MovieRunningTimes<br />
MovieId<br />
Country<br />
Duration<br />
RunningInfo<br />
Country<br />
MovieId<br />
SoundMix<br />
MovieId<br />
I_Sounds<br />
SoundMix<br />
I_MovieSounds<br />
MovieId<br />
SoundMix<br />
I_Directors<br />
Director<br />
MovieQuantity<br />
I_MovieDirectors<br />
MovieId<br />
Director<br />
DirectorAlias<br />
DirectorInfo<br />
MovieId<br />
Director<br />
I_Writers<br />
Writer<br />
MovieQuantity<br />
I_MovieWriters<br />
MovieId<br />
Writer<br />
WriterInfo<br />
MovieId<br />
Writer<br />
I_Producers<br />
Producer<br />
MovieQuantity<br />
I_MovieProducers<br />
MovieId<br />
Producer<br />
ProducerInfo<br />
MovieId<br />
Producer<br />
I_MovieCostumeDesigners<br />
MovieId<br />
CostumeDesigner<br />
CostumeInfo<br />
MovieId<br />
I_MovieProductionDesigners<br />
MovieId<br />
ProductionDesigner<br />
DesignerInfo<br />
MovieId<br />
I_Actresses<br />
Actress<br />
MovieQuantity<br />
I_MovieActresses<br />
MovieId<br />
Actress<br />
PlayInfo<br />
Role<br />
Casting<br />
MovieId<br />
Actress<br />
I_Actors<br />
Actor<br />
MovieQuantity<br />
I_MovieActors<br />
MovieId<br />
Actor<br />
PlayInfo<br />
Role<br />
Casting<br />
MovieId<br />
Actor<br />
I_Biographies<br />
Name<br />
RealName<br />
Birth<br />
Decease<br />
Height<br />
I_Ages<br />
AgeId<br />
MinAge<br />
MaxAge<br />
I_Durations<br />
DurationMin<br />
DurationMax<br />
DurationInterval<br />
DurationMin ≤ Duration<br />
≤ DurationMax<br />
Country<br />
I_Occupations<br />
OccupationId<br />
Occupation<br />
I_UserRatings<br />
UserId<br />
MovieId<br />
Rating<br />
Timestamp<br />
I_Users<br />
UserId<br />
Gender<br />
AgeId<br />
OccupationId<br />
ZipCode<br />
UserId<br />
MovieId<br />
AgeId OccupationId<br />
I_Person<br />
Name<br />
Director<br />
Writer<br />
Producer<br />
Actress<br />
Actor<br />
CostumeDesigner<br />
ProductionDesigner<br />
Name<br />
I_Votes<br />
Votes<br />
I_Ratings<br />
Ratings<br />
Votes<br />
Rating<br />
I_Revenues<br />
RevenueUSD<br />
I_Budgets<br />
BudgetUSD<br />
RevenueUSD<br />
BudgetUSD<br />
I_Movies<br />
MovieId<br />
Title<strong>MovieLens</strong><br />
TitleIMDB<br />
I_MovieRatings<br />
MovieId<br />
Distribution<br />
Votes<br />
Rating<br />
I_Genres<br />
Genre<br />
I_MovieGenres<br />
MovieId<br />
Genre<br />
MovieId<br />
MovieId<br />
Genre<br />
I_Countries<br />
Country<br />
LongName<br />
DomainCode<br />
ISO2Code<br />
ISO3Code<br />
UNnumericalCode<br />
IsCurrent<br />
IsSovereign<br />
Sovereign<br />
Continent<br />
SecondaryContinent<br />
Area<br />
Inhabitants<br />
I_MovieCountries<br />
MovieId<br />
Country<br />
MovieId<br />
Country<br />
I_Years<br />
Year<br />
Decade<br />
I_MovieYears<br />
MovieId<br />
Year<br />
YearInfo<br />
Year<br />
MovieId<br />
I_MovieReleaseDates<br />
MovieId<br />
Country<br />
ReleaseDate<br />
ReleaseYear<br />
ReleaseInfo<br />
Year=<br />
ReleaseYear<br />
Country<br />
MovieId<br />
I_Keywords<br />
Keyword<br />
MovieQuantities<br />
I_MovieKeywords<br />
MovieId<br />
Keyword<br />
Keyword<br />
MovieId<br />
Language<br />
MovieId<br />
I_Languages<br />
Language<br />
I_MovieLanguages<br />
MovieId<br />
Language<br />
LanguageInfo<br />
I_CountryCodes<br />
CountryCode<br />
Country<br />
Description<br />
I_MovieProductionCompanies<br />
MovieId<br />
CompanyName<br />
CountryCode<br />
CompanyInfo<br />
CountryCode<br />
MovieId<br />
Type<br />
MovieId<br />
I_Types<br />
Type<br />
TypeDescription<br />
I_MovieTypes<br />
MovieId<br />
Type<br />
Color<br />
MovieId<br />
I_Colors<br />
Color<br />
I_MovieColors<br />
MovieId<br />
Color<br />
ColorInfo<br />
LinkType<br />
MovieId<br />
LinkMovieId=MovieId<br />
I_LinkTypes<br />
LinkType<br />
I_MovieLinks<br />
MovieId<br />
LinkMovieId<br />
LinkType<br />
2<br />
BudgetCurrency=Currency /<br />
RevenueCurrency=Currency<br />
MovieId<br />
I_Currencies<br />
Currency<br />
ConversionUSD<br />
I_MovieBusiness<br />
MovieId<br />
BudgetCurrency<br />
Budget<br />
BudgetUSD<br />
RevenueCurrency<br />
Revenue<br />
RevenueUSD<br />
2<br />
I_MovieDistributors<br />
MovieId<br />
DistributionCompany<br />
CountryCode<br />
DistributionInfo<br />
CountryCode<br />
MovieId<br />
I_Distributors<br />
DistributionCompany<br />
DistributionCompany<br />
I_Zones<br />
Zone<br />
Country<br />
Country<br />
I_MovieLocations<br />
MovieId<br />
Location<br />
Zone<br />
LocationInfo<br />
Zone<br />
MovieId<br />
I_MovieRunningTimes<br />
MovieId<br />
Country<br />
Duration<br />
RunningInfo<br />
Country<br />
MovieId<br />
SoundMix<br />
MovieId<br />
I_Sounds<br />
SoundMix<br />
I_MovieSounds<br />
MovieId<br />
SoundMix<br />
I_Directors<br />
Director<br />
MovieQuantity<br />
I_MovieDirectors<br />
MovieId<br />
Director<br />
DirectorAlias<br />
DirectorInfo<br />
MovieId<br />
Director<br />
I_Writers<br />
Writer<br />
MovieQuantity<br />
I_MovieWriters<br />
MovieId<br />
Writer<br />
WriterInfo<br />
MovieId<br />
Writer<br />
I_Producers<br />
Producer<br />
MovieQuantity<br />
I_MovieProducers<br />
MovieId<br />
Producer<br />
ProducerInfo<br />
MovieId<br />
Producer<br />
I_MovieCostumeDesigners<br />
MovieId<br />
CostumeDesigner<br />
CostumeInfo<br />
MovieId<br />
I_MovieProductionDesigners<br />
MovieId<br />
ProductionDesigner<br />
DesignerInfo<br />
MovieId<br />
I_Actresses<br />
Actress<br />
MovieQuantity<br />
I_MovieActresses<br />
MovieId<br />
Actress<br />
PlayInfo<br />
Role<br />
Casting<br />
MovieId<br />
Actress<br />
I_Actors<br />
Actor<br />
MovieQuantity<br />
I_MovieActors<br />
MovieId<br />
Actor<br />
PlayInfo<br />
Role<br />
Casting<br />
MovieId<br />
Actor<br />
I_Biographies<br />
Name<br />
RealName<br />
Birth<br />
Decease<br />
Height<br />
I_Ages<br />
AgeId<br />
MinAge<br />
MaxAge<br />
I_Durations<br />
DurationMin<br />
DurationMax<br />
DurationInterval<br />
DurationMin ≤ Duration<br />
≤ DurationMax<br />
Country<br />
I_Occupations<br />
OccupationId<br />
Occupation<br />
I_UserRatings<br />
UserId<br />
MovieId<br />
Rating<br />
Timestamp<br />
I_Users<br />
UserId<br />
Gender<br />
AgeId<br />
OccupationId<br />
ZipCode<br />
UserId<br />
MovieId<br />
AgeId OccupationId<br />
I_Person<br />
Name<br />
Director<br />
Writer<br />
Producer<br />
Actress<br />
Actor<br />
CostumeDesigner<br />
ProductionDesigner<br />
Name<br />
I_Votes<br />
Votes<br />
I_Ratings<br />
Ratings<br />
Votes<br />
Rating<br />
I_Revenues<br />
RevenueUSD<br />
I_Budgets<br />
BudgetUSD<br />
RevenueUSD<br />
BudgetUSD
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