Employing artificial intelligence to analyze the opinions of the Libyan public regarding what is presented by the Al-Bilad program on Channel 218.
DOI:
https://doi.org/10.36602/famj.20223.16.8Keywords:
artificial intelligence, data mining, sentiment analysisAbstract
In the context of working on the application of multiple artificial intelligence tools in the field of media and journalism, which carry out the familiar works of the press men at a speed that exceeds the speed of man in extracting and analyzing the results, the research aims to analyze the views of the public in topics presented in the country's program on channel 218, using one The algorithms of the exploration of the texts known as the algorithm of the analysis of opinions, where samples were taken from viewers ’views on four different topics and were analyzed and rapid results that express the public’s opinion together in each subject separately depending on a linguistic dictionary within the components of the algorithm and then testing the results, which showed the validity of its results.
With this application, such technologies can be adopted in various fields in the field of media to be an incentive for researchers and media professionals in their implementation with media institutions.
References
- سلمان محمد البحيري جريدة الرياض | أهمية الذكاء الاصطناعي (alriyadh.com)الاثنين 18 شعبان 1443هـ 21 مارس 2022م GMT+3 11:25:07am.
2-شبكة المعلومات الدولية "الإنترنت" أمجد المنيف، الصحافة في عصر البيانات والذكاء الاصطناعي، " https://2u.pw/3MtIG التاريخ والوقت: الإثنين, 22 فبراير 2021 33 Shares Email Share Tweet Share
3- شبكة المعلومات الدولية "الإنترنت" بيان القاضي، توظيف صحافة الذكاء الاصطناعي في المؤسسات الإخبارية تحت الرابط https://arsco.org/article-detail-31951-8-0، الوقت12:13.
4- شبكة المعلومات الدولية "الإنترنت"، سليمة لبال، (عبدالظاهر: صحافة الذكاء الاصطناعي)، منصة منوعات https://bit.ly/3tpJE8I، 28 أكتوبر 2019.
5- شبكة المعلومات الدولية "الإنترنت": الذكاء الاصطناعي ودوره في مجال الإعلام – مفيد (mofeeed.com)
6- شبكة المعلومات الدولية "الإنترنت": (malazmarketing.com) الذكاء الاصطناعي | تعريفه ، أهم الفروع، وتأثيره على المجتمع https://malazmarketing.com/
7- Linguamatics, What is Text Mining, Text Analytics and Natural Language Processing?
https://www.linguamatics.com/what-text-mining-text-analytics-and-natural-language-processing. 1/8/2022, 01:22 AM, Eastern Time.
8- Monkey Learn, “Sentiment Analysis: A Definitive Guide”, https://monkeylearn.com/sentiment-analysis/. 29/7/2022, 17:30 PM.
9- WhoseOn, https://www.whoson.com/customer-service/top-ten-benefits-of-sentiment-analysis/. 30/7/2022, 04:00 PM, Eastern Time.
https://aiinarabic.com/lenet-convolutional-neural-network-in-python/.
10- Pylien, https://aylien.com/blog/why-is-sentiment-analysis-important-from-a-business-perspective. 20/7/2022, 06:00 PM, Eastern Time.
11- KeaText, https://www.keatext.ai/en/blog/glossary/what-is-sentiment-analysis/?utm_source=google&utm_medium=cpc&utm_id=B-ToFu-WhatIs- . 3/8/2022, 07:00 PM, Eastern Time. 30/7/2022, 05:00 PM, Eastern Time.
12- حلقات برنامج البلاد قناة 218:حلقة 29/5/2022, وحلقة 19/5/2022، وحلقة 20/5/2022، وحلقة 14/5/2022.
13- R-Bloggers, “Sentiment analysis in R”,
https://www.r-bloggers.com/2021/05/sentiment-analysis-in-r-3/. 22/7/2022, 06:00 PM, Eastern Time.
14- Akkash K, Rpubs- by Rstudio, “AVLearn NPL Social media Analysis” https://rpubs.com/aka7h/simple-sentiment-analysis. 1/8/2022, 04:00 PM, Eastern Time.
15- Jason Brownlee, Deep Learning for Natural Language Processing Develop Deep Learning Models for Natural Language in Python, Edition: v1.1, Machine Learning Mastry, 2017.p (312-334).
16- Kent State University, SPSS Tutorials: One way ANOVA, https://libguides.library.kent.edu/spss/onewayanova. 10/8/2022, 04:00 PM, Eastern Tim
