A Pólya urn document language model for improved information retrieval
The multinomial language model has been one of the most effective models of retrieval for
more than a decade. However, the multinomial distribution does not model one important …
more than a decade. However, the multinomial distribution does not model one important …
Burst-aware data fusion for microblog search
S Liang, M de Rijke - Information Processing & Management, 2015 - Elsevier
We consider the problem of searching posts in microblog environments. We frame this
microblog post search problem as a late data fusion problem. Previous work on data fusion …
microblog post search problem as a late data fusion problem. Previous work on data fusion …
Barbara made the news: Mining the behavior of crowds for time-aware learning to rank
In Twitter, and other microblogging services, the generation of new content by the crowd is
often biased towards immediacy: what is happening now. Prompted by the propagation of …
often biased towards immediacy: what is happening now. Prompted by the propagation of …
Hybrid deep neural network-based text representation model to improve microblog retrieval
IB Ltaifa, L Hlaoua, LB Romdhane - Cybernetics and Systems, 2020 - Taylor & Francis
Retrieving relevant information from Twitter is always a challenging task given its vocabulary
mismatch, sheer volume and noise. Representing the content of text tweets is a critical part …
mismatch, sheer volume and noise. Representing the content of text tweets is a critical part …
Utilizing word embeddings for result diversification in tweet search
KD Onal, IS Altingovde, P Karagoz - … , QLD, Australia, December 2-4, 2015 …, 2015 - Springer
The performance of result diversification for tweet search suffers from the well-known
vocabulary mismatch problem, as tweets are too short and usually informal. As a remedy, we …
vocabulary mismatch problem, as tweets are too short and usually informal. As a remedy, we …
Microblog retrieval using ensemble of feature sets through supervised feature selection
Microblog, especially twitter, has become an integral part of our daily life for searching latest
news and events information. Due to the short length characteristics of tweets and frequent …
news and events information. Due to the short length characteristics of tweets and frequent …
On microblog dimensionality and informativeness: Exploiting microblogs' structure and dimensions for ad-hoc retrieval
JA Rodriguez Perez, JM Jose - … of the 2015 International Conference on …, 2015 - dl.acm.org
In recent years, microblog services such as Twitter have gained increasing popularity,
leading to active research on how to effectively exploit its content. Microblog documents …
leading to active research on how to effectively exploit its content. Microblog documents …
Microblog retrieval challenges and opportunities
JA Rodriguez Perez - 2018 - theses.gla.ac.uk
In recent years microblogging services have changed the way we communicate. Microblogs
are a reduced version of web-blogs which are characterised by being just a few characters …
are a reduced version of web-blogs which are characterised by being just a few characters …
1 Information retrieval in social networks
L Guo - degruyter.com
IR is a process of retrieving information (generally documents), which satisfies users' need
for information, from massive unstructured datasets (generally texts that are mostly stored in …
for information, from massive unstructured datasets (generally texts that are mostly stored in …
[PDF][PDF] A Time-Aware Approach to Improving Ad-hoc Information Retrieval from Microblogs
Z Amin Nayeri - 2014 - yorkspace.library.yorku.ca
There is an immense number of short-text documents produced as the result of
microblogging. The content produced is growing as the number of microbloggers grows, and …
microblogging. The content produced is growing as the number of microbloggers grows, and …