Journal ArticleDOI
Multimedia story creation on social networks
Flora Amato,Aniello Castiglione,Aniello Castiglione,Fabio Mercorio,Mario Mezzanzanica,Vincenzo Moscato,Antonio Picariello,Giancarlo Sperlì +7 more
TLDR
An original summarization technique from Online Social Networks for multimedia stories’ creation by leveraging a graph-based modeling approach and exploit influence analysis methodologies to detect the most important multimedia objects related to one or more topics of interest.About:
This article is published in Future Generation Computer Systems.The article was published on 2018-09-01. It has received 31 citations till now. The article focuses on the topics: Automatic summarization.read more
Citations
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Journal ArticleDOI
A Recommendation Engine for Predicting Movie Ratings Using a Big Data Approach
Mazhar Javed Awan,Rafia Asad Khan,Haitham Nobanee,Awais Yasin,Syed Muhammad Anwar,Usman Naseem,Vishwa Pratap Singh +6 more
TL;DR: This study implemented a movie recommendation system based on a collaborative filtering approach using the alternating least squared (ALS) model to predict the best-rated movies and showed an accuracy of 97% and predicted the top 1000 ratings for movies.
Journal ArticleDOI
Multidocument Arabic Text Summarization Based on Clustering and Word2Vec to Reduce Redundancy
TL;DR: This study adopts a preprocessing strategy to solve the noise problem and uses the word2vec model for two purposes, first, to map the words to fixed-length vectors and, second, to obtain the semantic relationship between each vector based on the dimensions.
Journal ArticleDOI
Enhancement of Deep Learning in Image Classification Performance Using Xception with the Swish Activation Function for Colorectal Polyp Preliminary Screening
TL;DR: The results indicate that the proposed model can enhance the original convolutional neural network model with evaluation classification performance by achieving accuracy of up to 98.99% for classifying into two classes and 91.48% for three classes.
Journal ArticleDOI
The Contribution of Citizens to Community-Based Medical Education in Japan: A Systematic Review
TL;DR: In this article, the authors conducted a systematic review, in which they searched ten databases from April 1990 to August 2020 for original articles in Japan regarding community-based medical education involving citizens and descriptively analyzed them.
Journal ArticleDOI
Quality of Service (QoS) Management for Local Area Network (LAN) Using Traffic Policy Technique to Secure Congestion
Wan Muhd Hazwan Azamuddin,Rosilah Hassan,Azana Hafizah Mohd Aman,Mohammad Kamrul Hasan,Ahmed Salih Al-Khaleefa +4 more
TL;DR: The proposed testbed implementation for the Advanced Technology Training Center (ADTEC) Batu Pahat, one of Malaysia's industrial training institutes, is presented, and the implementation of quality of service through add-on rules, such as traffic policing on network traffic, was proposed.
References
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Book
Social Network Analysis
TL;DR: In this article, the development of social network analysis, tracing its origins in classical sociology and its more recent formulation in social scientific and mathematical work, is described and discussed. But it is argued that the analysis of social networks is not a purely static process.
Proceedings ArticleDOI
Maximizing the spread of influence through a social network
TL;DR: An analysis framework based on submodular functions shows that a natural greedy strategy obtains a solution that is provably within 63% of optimal for several classes of models, and suggests a general approach for reasoning about the performance guarantees of algorithms for these types of influence problems in social networks.
MonographDOI
What is social network analysis
TL;DR: Social networks operate on many levels, from families up to the level of nations, and play a critical role in determining the way problems are solved, organizations are run, and the degree to which individuals achieve their goals.
Journal ArticleDOI
Maximizing the Spread of Influence through a Social Network
TL;DR: The problem of finding the most influential nodes in a social network is NP-hard as mentioned in this paper, and the first provable approximation guarantees for efficient algorithms were provided by Domingos et al. using an analysis framework based on submodular functions.
Journal ArticleDOI
The automatic creation of literature abstracts
TL;DR: In the exploratory research described, the complete text of an article in machine-readable form is scanned by an IBM 704 data-processing machine and analyzed in accordance with a standard program.
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