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Topic modeling for sequential documents based on hybrid inter-document topic dependency

期刊: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, ; ()

We propose two new topic modeling methods for sequential documents based on hybrid inter-document topic dependency. Topic modeling for sequential docu......

Improve the translational distance models for knowledge graph embedding

期刊: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2020; 55 (3)

Knowledge graph embedding techniques can be roughly divided into two mainstream, translational distance models and semantic matching models. Though in......

Privacy-preserving shared collaborative web services QoS prediction

期刊: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2020; 54 (1)

Collaborative Web services QoS prediction (CQoSP) has been proved to be an effective tool to predict unknown QoS values of services. Recently a number......

Topic-sentiment evolution over time: a manifold learning-based model for online news

期刊: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 0; ()

Topic and sentiment detection has been considered as an effective method to reveal the facts and sentiments in a massive volume of information. Existi......

Collaborative filtering recommendation based on trust and emotion

期刊: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2019; 53 (1)

With the development of personalized recommendations, information overload has been alleviated. However, the sparsity of the user-item rating matrix a......

JIF:1.59

Context-aware user preferences prediction on location-based social networks

期刊: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2019; 53 (1)

Recently, the increasing number of mobile users in location-based social networks (LBSNs) has generated large amounts of data, which provides unpreced......

JIF:1.59

AWML: adaptive weighted margin learning for knowledge graph embedding

期刊: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2019; 53 (1)

Knowledge representation learning (KRL), exploited by various applications such as question answering and information retrieval, aims to embed the ent......

JIF:1.59

A tourism destination recommender system using users' sentiment and temporal dynamics

期刊: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2018; 51 (3)

With the development and popularity of social networks, an increasing number of consumers prefer to order tourism products online, and like to share t......

JIF:1.59

Tag recommendation method in folksonomy based on user tagging status

期刊: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2018; 50 (3)

A folksonomy consists of three basic entities, namely users, tags and resources. This kind of social tagging system is a good way to index information......

JIF:1.59

Predicting the popularity of topics based on user sentiment in microblogging websites

期刊: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2018; 51 (1)

Behavioral economics show us that emotions play an important role in individual behavior and decision-making. Does this also affect collective decisio......

JIF:1.59

A hybrid approach for measuring semantic similarity based on IC-weighted path distance in WordNet

期刊: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2018; 51 (1)

As a valuable tool for text understanding, semantic similarity measurement enables discriminative semantic-based applications in the fields of natural......

JIF:1.59

Evaluation of local community metrics: from an experimental perspective

期刊: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2018; 51 (1)

Local community detection (LCD for short) aims at finding a community structure in a network starting from a seed (i.e., a "local" starting vertex). I......

JIF:1.59

A survey on expert finding techniques

期刊: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2017; 49 (2)

Finding experts in specified areas is an important task and has attracted much attention in the information retrieval community. Research on this topi......

JIF:1.11

Temporal Query Processing in Social Network

期刊: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2017; 49 (2)

With the increasing of requirements from many aspects, various queries and analyses arise focusing on social network. Queries like finding users, frie......

JIF:1.11

Efficient pruning for top-K ranking queries on attribute-wise uncertain datasets

期刊: JOURNAL OF INTELLIGENT INFORMATION SYSTEMS, 2017; 48 (1)

Top-K ranking queries in uncertain databases aim to find the top-K tuples according to a ranking function. The interplay between score and uncertainty......

JIF:1.11

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