Query-Based Muisc Recommendataions via Preference Embedding

1.运用场景

    推荐/生成节点Embedding。

2.创新点

    The idea of query-based recommendation is proposed in this paper,which is a hybrid research work of information retrieval and general recommender systems;
    Propose a method to construct the preference network between users and various,possibly heterogeneous,items。

3.算法原理

3.1 网络框架

Query-Based Muisc Recommendataions via Preference Embedding_第1张图片

3.2 HPE

Query-Based Muisc Recommendataions via Preference Embedding_第2张图片
Query-Based Muisc Recommendataions via Preference Embedding_第3张图片

    HPE论文

4.算法理解

    引入research intention。

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