A comprehensive survey of knowledge graph-based recommender systems: Technologies, development, and contributions

J Chicaiza, P Valdiviezo-Diaz - Information, 2021 - mdpi.com
In recent years, the use of recommender systems has become popular on the web. To
improve recommendation performance, usage, and scalability, the research has evolved by …

Multi-feature, multi-modal, and multi-source social event detection: A comprehensive survey

I Afyouni, Z Al Aghbari, RA Razack - Information Fusion, 2022 - Elsevier
The tremendous growth of event dissemination over social networks makes it very
challenging to accurately discover and track exciting events, as well as their evolution and …

The repertoire of mutational signatures in human cancer

LB Alexandrov, J Kim, NJ Haradhvala, MN Huang… - Nature, 2020 - nature.com
Somatic mutations in cancer genomes are caused by multiple mutational processes, each of
which generates a characteristic mutational signature. Here, as part of the Pan-Cancer …

Latent Dirichlet allocation (LDA) for topic modeling of the CFPB consumer complaints

K Bastani, H Namavari, J Shaffer - Expert Systems with Applications, 2019 - Elsevier
Abstract The Consumer Financial Protection Bureau (CFPB), created by congress in 2011,
receives and processes consumer complaints pertaining to various financial services. Every …

Mixing dirichlet topic models and word embeddings to make lda2vec

CE Moody - arXiv preprint arXiv:1605.02019, 2016 - arxiv.org
Distributed dense word vectors have been shown to be effective at capturing token-level
semantic and syntactic regularities in language, while topic models can form interpretable …

Automatic crime prediction using events extracted from twitter posts

X Wang, MS Gerber, DE Brown - International conference on social …, 2012 - Springer
Prior work on criminal incident prediction has relied primarily on the historical crime record
and various geospatial and demographic information sources. Although promising, these …

Emergency information diffusion on online social media during storm Cindy in US

J Kim, J Bae, M Hastak - International Journal of Information Management, 2018 - Elsevier
Social media plays a critical role in propagating emergency information during disasters.
Governmental agencies have opened social media accounts for emergency communication …

A topography of climate change research

MW Callaghan, JC Minx, PM Forster - Nature Climate Change, 2020 - nature.com
The massive expansion of scientific literature on climate change poses challenges for global
environmental assessments and our understanding of how these assessments work. Big …

Topic modeling in marketing: recent advances and research opportunities

M Reisenbichler, T Reutterer - Journal of Business Economics, 2019 - Springer
Using a probabilistic approach for exploring latent patterns in high-dimensional co-
occurrence data, topic models offer researchers a flexible and open framework for soft …

An RQDA-based constructivist methodology for qualitative research

Y Chandra, L Shang - Qualitative Market Research: An International …, 2017 - emerald.com
Purpose Qualitative research suffers from “contestation” and a lack of “boilerplate” problems
to assessing and presenting qualitative data, which have hampered its development and the …