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Improved reviewer assignment based on both word and semantic features

期刊: INFORMATION RETRIEVAL JOURNAL, 2021; 24 (3)

Assigning appropriate reviewers to a manuscript from a pool of candidate reviewers is a common challenge in the academic community. Current word- and ......

Topic-independent modeling of user knowledge in informational search sessions

期刊: INFORMATION RETRIEVAL JOURNAL, ; ()

Web search is among the most frequent online activities. In this context, widespread informational queries entail user intentions to obtain knowledge ......

Review helpfulness evaluation and recommendation based on an attention model of customer expectation

期刊: INFORMATION RETRIEVAL JOURNAL, 2021; 24 (1)

With the fast growth of e-commerce, more people choose to purchase products online and browse reviews before making decisions. It is essential to iden......

Low-cost, bottom-up measures for evaluating search result diversification

期刊: INFORMATION RETRIEVAL JOURNAL, 2020; 23 (1)

Search result diversification aims at covering different user intents by returning a diversified document list. Most existing diversity measures requi......

ReBoost: a retrieval-boosted sequence-to-sequence model for neural response generation

期刊: INFORMATION RETRIEVAL JOURNAL, 2020; 23 (1)

Human-computer conversation is an active research topic in natural language processing. One of the representative methods to build conversation system......

Deep cross-platform product matching in e-commerce

期刊: INFORMATION RETRIEVAL JOURNAL, 2020; 23 (2)

Online shopping has become more and more popular in recent years, which leads to a prosperity on online platforms. Generally, the identical products a......

Employing neighborhood reduction for alleviating sparsity and cold start problems in user-based collaborative filtering

期刊: INFORMATION RETRIEVAL JOURNAL, 2020; 23 (4)

Recommender system (RS) can produce personalized service to users by analyzing their historical information. User-based collaborative filtering (UBCF)......

Session search modeling by partially observable Markov decision process

期刊: INFORMATION RETRIEVAL JOURNAL, 2018; 21 (1)

Session search, the task of document retrieval for a series of queries in a session, has been receiving increasing attention from the information retr......

JIF:2.54

Linear feature extraction for ranking

期刊: INFORMATION RETRIEVAL JOURNAL, 2018; 21 (6)

We address the feature extraction problem for document ranking in information retrieval. We then propose LifeRank, a Linear feature extraction algorit......

JIF:2.54

Sequence-based context-aware music recommendation

期刊: INFORMATION RETRIEVAL JOURNAL, 2018; 21 (2-3)

Contextual factors greatly affect users' preferences for music, so they can benefit music recommendation and music retrieval. However, how to acquire ......

JIF:2.54

Collaborator recommendation in heterogeneous bibliographic networks using random walks

期刊: INFORMATION RETRIEVAL JOURNAL, 2017; 20 (4)

The increasingly growing popularity of the collaboration among researchers and the increasing information overload in big scholarly data make it imper......

JIF:1.49

Enhancing click models with mouse movement information

期刊: INFORMATION RETRIEVAL JOURNAL, 2017; 20 (1)

User interactions in Web search, in particular, clicks, provide valuable hints on document relevance; but the signals are very noisy. In order to bett......

JIF:1.49

Modeling users' search sessions for high utility query recommendation

期刊: INFORMATION RETRIEVAL JOURNAL, 2017; 20 (1)

Query recommendation has long been considered a key feature of search engines, which can improve users' search experience by providing useful query su......

JIF:1.49

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