Interface for rating datasets with time information. More...
Public Member Functions | |
| void | Add (int user_id, int item_id, double rating) |
| Add a new rating. | |
| void | Add (int user_id, int item_id, float rating) |
| Add float-valued rating to the collection. | |
| void | Add (int user_id, int item_id, byte rating) |
| Add byte-valued rating to the collection. | |
| void | Add (int user_id, int item_id, double rating, DateTime time) |
| add a rating event including time information | |
| void | BuildItemIndices () |
| Build the item indices. | |
| void | BuildRandomIndex () |
| Build the random index. | |
| void | BuildUserIndices () |
| Build the user indices. | |
| double | Get (int user_id, int item_id, ICollection< int > indexes) |
| Directly access rating by user and item. | |
| int | GetIndex (int user_id, int item_id, ICollection< int > indexes) |
| Get index for given user and item. | |
| int | GetIndex (int user_id, int item_id) |
| Get index for a given user and item. | |
| ISet< int > | GetItems (IList< int > indices) |
| Get all items that are referenced by a given list of indices. | |
| ISet< int > | GetUsers (IList< int > indices) |
| Get all users that are referenced by a given list of indices. | |
| void | RemoveItem (int item_id) |
| Remove all events related to a given item. | |
| void | RemoveUser (int user_id) |
| Remove all events related to a given user. | |
| bool | TryGet (int user_id, int item_id, ICollection< int > indexes, out double rating) |
| Try to retrieve a rating for a given user-item combination. | |
| bool | TryGet (int user_id, int item_id, out double rating) |
| Try to retrieve a rating for a given user-item combination. | |
| bool | TryGetIndex (int user_id, int item_id, ICollection< int > indexes, out int index) |
| Try to get the index for given user and item. | |
| bool | TryGetIndex (int user_id, int item_id, out int index) |
| Try to get the index for given user and item. | |
Properties | |
| IList< int > | AllItems [get] |
| all item IDs in the dataset | |
| IList< int > | AllUsers [get] |
| all user IDs in the dataset | |
| double | Average [get] |
| average rating in the dataset | |
| IList< IList< int > > | ByItem [get] |
| indices by item | |
| IList< IList< int > > | ByUser [get] |
| indices by user | |
| new int | Count [get] |
| the number of interaction events in the dataset | |
| IList< int > | CountByItem [get] |
| rating count by item | |
| IList< int > | CountByUser [get] |
| rating count by user | |
| DateTime | EarliestTime [get] |
| earliest time | |
| IList< int > | Items [get] |
| the item entries | |
| DateTime | LatestTime [get] |
| latest time | |
| int | MaxItemID [get] |
| the maximum item ID in the dataset | |
| double | MaxRating [get] |
| the maximum rating in the dataset | |
| int | MaxUserID [get] |
| the maximum user ID in the dataset | |
| double | MinRating [get] |
| the minimum rating in the dataset | |
| IList< int > | RandomIndex [get] |
| get a randomly ordered list of all indices | |
| double | this [int user_id, int item_id] [get] |
| Directly access rating by user and item. | |
| IList< DateTime > | Times [get] |
| the item entries | |
| IList< int > | Users [get] |
| the user entries | |
Interface for rating datasets with time information.
| void Add | ( | int | user_id, | |
| int | item_id, | |||
| double | rating | |||
| ) | [inherited] |
Add a new rating.
| user_id | the user ID | |
| item_id | the item ID | |
| rating | the rating value |
Implemented in Ratings, StaticByteRatings, StaticFloatRatings, StaticRatings, and TimedRatings.
| void Add | ( | int | user_id, | |
| int | item_id, | |||
| float | rating | |||
| ) | [inherited] |
Add float-valued rating to the collection.
| user_id | the user ID | |
| item_id | the item ID | |
| rating | the rating |
Implemented in Ratings, and StaticFloatRatings.
| void Add | ( | int | user_id, | |
| int | item_id, | |||
| byte | rating | |||
| ) | [inherited] |
Add byte-valued rating to the collection.
| user_id | the user ID | |
| item_id | the item ID | |
| rating | the rating |
Implemented in Ratings, StaticByteRatings, and StaticFloatRatings.
| void Add | ( | int | user_id, | |
| int | item_id, | |||
| double | rating, | |||
| DateTime | time | |||
| ) |
add a rating event including time information
It is up to the user of a class implementing this interface to decide whether the DateTime object represent local time, UTC, or any other time.
| user_id | the user ID | |
| item_id | the item ID | |
| rating | the rating value | |
| time | A DateTime specifying the time of the rating event |
Implemented in TimedRatings.
| void BuildItemIndices | ( | ) | [inherited] |
Build the item indices.
Implemented in DataSet.
| void BuildRandomIndex | ( | ) | [inherited] |
Build the random index.
Implemented in DataSet.
| void BuildUserIndices | ( | ) | [inherited] |
Build the user indices.
Implemented in DataSet.
| double Get | ( | int | user_id, | |
| int | item_id, | |||
| ICollection< int > | indexes | |||
| ) | [inherited] |
Directly access rating by user and item.
| user_id | the user ID | |
| item_id | the item ID | |
| indexes | the indexes to look at |
Implemented in Ratings, StaticByteRatings, and StaticFloatRatings.
| int GetIndex | ( | int | user_id, | |
| int | item_id, | |||
| ICollection< int > | indexes | |||
| ) | [inherited] |
Get index for given user and item.
| user_id | the user ID | |
| item_id | the item ID | |
| indexes | the indexes to look at |
Implemented in Ratings.
| int GetIndex | ( | int | user_id, | |
| int | item_id | |||
| ) | [inherited] |
Get index for a given user and item.
| user_id | the user ID | |
| item_id | the item ID |
Implemented in Ratings.
| ISet<int> GetItems | ( | IList< int > | indices | ) | [inherited] |
Get all items that are referenced by a given list of indices.
| indices | the indices to take into account |
Implemented in Ratings.
| ISet<int> GetUsers | ( | IList< int > | indices | ) | [inherited] |
Get all users that are referenced by a given list of indices.
| indices | the indices to take into account |
Implemented in Ratings.
| void RemoveItem | ( | int | item_id | ) | [inherited] |
Remove all events related to a given item.
| item_id | the item ID |
Implemented in DataSet, PosOnlyFeedback< T >, Ratings, and StaticRatings.
| void RemoveUser | ( | int | user_id | ) | [inherited] |
Remove all events related to a given user.
| user_id | the user ID |
Implemented in DataSet, PosOnlyFeedback< T >, Ratings, and StaticRatings.
| bool TryGet | ( | int | user_id, | |
| int | item_id, | |||
| ICollection< int > | indexes, | |||
| out double | rating | |||
| ) | [inherited] |
Try to retrieve a rating for a given user-item combination.
| user_id | the user ID | |
| item_id | the item ID | |
| indexes | the indexes to look at | |
| rating | will contain the first rating encountered that matches the user ID and item ID |
Implemented in Ratings, StaticByteRatings, and StaticFloatRatings.
| bool TryGet | ( | int | user_id, | |
| int | item_id, | |||
| out double | rating | |||
| ) | [inherited] |
Try to retrieve a rating for a given user-item combination.
| user_id | the user ID | |
| item_id | the item ID | |
| rating | will contain the first rating encountered that matches the user ID and item ID |
Implemented in Ratings, StaticByteRatings, and StaticFloatRatings.
| bool TryGetIndex | ( | int | user_id, | |
| int | item_id, | |||
| ICollection< int > | indexes, | |||
| out int | index | |||
| ) | [inherited] |
Try to get the index for given user and item.
| user_id | the user ID | |
| item_id | the item ID | |
| indexes | the indexes to look at | |
| index | will contain the index of the first event encountered that matches the user ID and item ID |
Implemented in Ratings.
| bool TryGetIndex | ( | int | user_id, | |
| int | item_id, | |||
| out int | index | |||
| ) | [inherited] |
Try to get the index for given user and item.
| user_id | the user ID | |
| item_id | the item ID | |
| index | will contain the index of the first event encountered that matches the user ID and item ID |
Implemented in Ratings.
IList<int> AllItems [get, inherited] |
all item IDs in the dataset
Implemented in DataSet.
IList<int> AllUsers [get, inherited] |
all user IDs in the dataset
Implemented in DataSet.
double Average [get, inherited] |
average rating in the dataset
Implemented in Ratings.
IList<IList<int> > ByItem [get, inherited] |
IList<IList<int> > ByUser [get, inherited] |
new int Count [get, inherited] |
IList<int> CountByItem [get, inherited] |
IList<int> CountByUser [get, inherited] |
DateTime EarliestTime [get, inherited] |
earliest time
Implemented in TimedRatings.
IList<int> Items [get, inherited] |
the item entries
Implemented in DataSet.
DateTime LatestTime [get, inherited] |
latest time
Implemented in TimedRatings.
int MaxItemID [get, inherited] |
the maximum item ID in the dataset
Implemented in DataSet.
double MaxRating [get, inherited] |
the maximum rating in the dataset
Implemented in Ratings.
int MaxUserID [get, inherited] |
the maximum user ID in the dataset
Implemented in DataSet.
double MinRating [get, inherited] |
the minimum rating in the dataset
Implemented in Ratings.
IList<int> RandomIndex [get, inherited] |
get a randomly ordered list of all indices
Should be implemented as a lazy data structure
Implemented in DataSet.
double this[int user_id, int item_id] [get, inherited] |
Directly access rating by user and item.
| user_id | the user ID | |
| item_id | the item ID |
the rating value for the given user and item
Implemented in Ratings, StaticByteRatings, and StaticFloatRatings.
IList<DateTime> Times [get, inherited] |
the item entries
Implemented in TimedRatings.
IList<int> Users [get, inherited] |
the user entries
Implemented in DataSet.
1.6.3