TREC Contextual Suggestion : https://sites.google.com/site/treccontext/
File Description :
Significant test file: t-test.sh
Combined tag list from 2015 and 2016 TREC CS Dataset: tag_list.txt
Combined tag list from 2015 and 2016 TREC CS Dataset after preprocessing: preprocessed_tags.txt
Dataset used to train tag embedding: word_embedding_training_data.txt
Folder Descrption :
Analysis_detail_file: It contains detailed result of analysis presented in the draft.
Result_eval_file: It contains all the TREC Eval file corresponds to our experiments.
ContextualSuggestion: Source code to implement our method described into draft.
Measures: Source code to use trec_eval script output inside the python program, to get the evaluation measure for profile
Sample request query for the task:
{
"id": 1,
"body": {
"group": "Family",
"season": "Summer",
"trip_type": "Holiday",
"duration": "Weekend trip",
"location": {
"id": 152,
"name": "Chicago",
"state": "IL",
"lat": 41.85003,
"lng": -87.65005
},
"person": {
"gender": "Male",
"age": 23,
"id": "A00126103VB6TFM3EITH9",
"preferences": [
{
"rating": 3,
"documentId": "TRECCS-00247633-160",
"tags": [
"History",
"Museums"
]
},
{
"rating": 2,
"documentId": "TRECCS-00674898-160",
"tags": [
"Beer",
"Cocktails",
"Restaurants",
"Sushi",
"Seafood"
]
},
{
"rating": 3,
"documentId": "TRECCS-00018094-160",
"tags": [
"Theatre"
]
},
{
"rating": 3,
"documentId": "TRECCS-00247656-160",
"tags": [
"Beer",
"Bar-hopping",
"Cocktails",
"Entertainment",
"Live Music"
]
},
{
"rating": 2,
"documentId": "TRECCS-00018110-160",
"tags": [
"Food",
"Organic Food",
"Shopping for food",
"Markets"
]
},
{
"rating": 3,
"documentId": "TRECCS-00087026-160",
"tags": [
"Beer",
"Fine Dining",
"Cocktails",
"Restaurants",
"History"
]
},
{
"rating": 4,
"documentId": "TRECCS-00087258-160",
"tags": [
"Art",
"Culture",
"Family Friendly",
"Food",
"Museums",
"Art Galleries"
]
}
]
}
},
"candidates": [
{
"documentId": "TRECCS-00405100-152",
"tags": [
"Beer",
"Bar-hopping",
"Restaurants"
]
},
{
"documentId": "TRECCS-00066766-152",
"tags": [
"Culture",
"Entertainment",
"Live Music",
"Theatre"
]
},
{
"documentId": "TRECCS-00062115-152",
"tags": [
"Outdoor Activities",
"Family Friendly",
"Parks"
]
},
{
"documentId": "TRECCS-00405173-152",
"tags": [
"Tourism",
"Culture",
"Family Friendly",
"History"
]
},
{
"documentId": "TRECCS-00259846-152",
"tags": [
"Bar-hopping",
"Sport"
]
},
{
"documentId": "TRECCS-00010510-152",
"tags": [
"Beer",
"Bar-hopping",
"Cocktails",
"Restaurants"
]
},
{
"documentId": "TRECCS-00062723-152",
"tags": [
"Family Friendly",
"Restaurants"
]
},
{
"documentId": "TRECCS-00405075-152",
"tags": [
"Business"
]
},
{
"documentId": "TRECCS-00064571-152",
"tags": [
"Culture",
"Entertainment",
"Live Music",
"Theatre"
]
},
{
"documentId": "TRECCS-00066672-152",
"tags": [
"Beer",
"Bar-hopping",
"Cocktails",
"Restaurants"
]
},
{
"documentId": "TRECCS-00010484-152",
"tags": [
"Restaurants"
]
},
{
"documentId": "TRECCS-00405702-152",
"tags": [
"Tourism",
"Culture",
"Family Friendly",
"Food",
"Entertainment",
"Live Music"
]
},
{
"documentId": "TRECCS-00061864-152",
"tags": [
"Beer",
"Cocktails"
]
},
{
"documentId": "TRECCS-00010473-152",
"tags": [
"Cocktails",
"Restaurants"
]
},
{
"documentId": "TRECCS-00065493-152",
"tags": [
"Restaurants"
]
},
{
"documentId": "TRECCS-00010463-152",
"tags": [
"Tourism",
"Culture",
"Art",
"Family Friendly",
"History",
"Restaurants",
"Museums"
]
},
{
"documentId": "TRECCS-00259823-152",
"tags": [
"Cocktails",
"Restaurants"
]
},
{
"documentId": "TRECCS-00066353-152",
"tags": [
"Food",
"Markets"
]
},
{
"documentId": "TRECCS-00064588-152",
"tags": [
"Restaurants"
]
},
{
"documentId": "TRECCS-00405444-152",
"tags": [
"Tourism",
"History",
"Museums"
]
},
{
"documentId": "TRECCS-00405327-152",
"tags": [
"Shopping"
]
},
{
"documentId": "TRECCS-00010457-152",
"tags": [
"Culture",
"Entertainment",
"Live Music",
"Theatre"
]
},
{
"documentId": "TRECCS-00062393-152",
"tags": [
"Family Friendly",
"Restaurants"
]
},
{
"documentId": "TRECCS-00620829-152",
"tags": [
"Cafes",
"Family Friendly"
]
},
{
"documentId": "TRECCS-00010477-152",
"tags": [
"Family Friendly",
"Restaurants"
]
},
{
"documentId": "TRECCS-00010468-152",
"tags": [
"Beer",
"Restaurants"
]
},
{
"documentId": "TRECCS-00010486-152",
"tags": [
"Bar-hopping",
"Cocktails",
"Restaurants"
]
},
{
"documentId": "TRECCS-00620569-152",
"tags": [
"Family Friendly",
"Restaurants"
]
},
{
"documentId": "TRECCS-00010480-152",
"tags": [
"Culture",
"Restaurants",
"Live Music"
]
},
{
"documentId": "TRECCS-00620843-152",
"tags": [
"Family Friendly",
"Restaurants"
]
},
{
"documentId": "TRECCS-00062142-152",
"tags": [
"Family Friendly",
"Restaurants",
"Food"
]
}
]
}