International Journal of Communication and Media Science最新文献_第4页

Stock Market Prediction using Machine Learning 利用机器学习进行股市预测

International Journal of Communication and Media Science Pub Date : 2020-04-01 DOI: 10.14445/2349641X/IJCMS-V7I2P102

Rohit B R, Rajeeva Shreedhara Bhat, Abhishek Manohar, Mamatha K R

{"title":"Stock Market Prediction using Machine Learning","authors":"Rohit B R, Rajeeva Shreedhara Bhat, Abhishek Manohar, Mamatha K R","doi":"10.14445/2349641X/IJCMS-V7I2P102","DOIUrl":"https://doi.org/10.14445/2349641X/IJCMS-V7I2P102","url":null,"abstract":"Being the exchange where the issuing and trading of equities or stocks of publicly held companies take place, the stock market is one of the most vital components of a market’s economy. Stock market prediction is the process of attempting to predict the future values of a company based on its previous data to enhance the probability of a successful trade for an investor. In a financially volatile stock market, it is important to have a very precise prediction of future trends. Stock prediction involves the prediction in advance on whether the future market will close higher or lower compared to its opening levels. The stock market data is highly noisy, irregular and chaotic in nature. Hence proven to be a daunting task for market researchers and investors to make buy or sell decisions. A number of techniques as well as combinations of algorithms have been proposed over time to try and make a reliable and stable prediction. This paper aims at outlining the research work for Stock Market Prediction with special focus to daily, monthly and yearly stock predictions based on the technical approaches that have been proposed or implemented with varying levels of success rates. The algorithms being studied are implemented on a dataset and their accuracies are compared. Rules are proposed at the end of the implementation process to help a developer make predictions on their computers. -------------------------------------------------------------------------------------------------------------------------------------Date of Submission: 11-08-2020 Date of Acceptance: 27-08-2020 -------------------------------------------------------------------------------------------------------------------------------------","PeriodicalId":239920,"journal":{"name":"International Journal of Communication and Media Science","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124200862","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

Music Genre Classification 音乐类型分类

International Journal of Communication and Media Science Pub Date : 2020-03-25 DOI: 10.14445/2349641x/ijcms-v7i1p102

R. Bhat, R. RohitB., R. MamathaK.

引用次数: 3

Digital Communication Controlling Youngsters in Delhi, India, and Salalah, Oman: A Case Study 控制印度德里和阿曼塞拉莱青少年的数字通信：案例研究

International Journal of Communication and Media Science Pub Date : 2019-09-25 DOI: 10.14445/2349641x/ijcms-v6i3p102

Dr.Sangeeta Tripathi, Muna Al Shahri

{"title":"Digital Communication Controlling Youngsters in Delhi, India, and Salalah, Oman: A Case Study","authors":"Dr.Sangeeta Tripathi, Muna Al Shahri","doi":"10.14445/2349641x/ijcms-v6i3p102","DOIUrl":"https://doi.org/10.14445/2349641x/ijcms-v6i3p102","url":null,"abstract":"The new generation considers media technology as valuable assistance, while old and experience people take it as detrimental as well as beneficial. The internet has strengthened the ability to scan and learn faster, but it also influences learning and makes it complicated (Griffiths, 2000). This critical thinking led us to ponder over the relationship of technology with learning ability and forced us to examine its impact upon the youngsters’ attitude and expression towards the outer world. This research focuses on 3 to 13 years’ age group children as their developing minds can be easily ductile by frequent media exposure. News of kids committing suicide after playing online games, raise serious concern for everyone regarding the use of new media and its adverse effect. Our primary objective is to find out the reasons for the negative impact of media and new media without ignoring the positive side of the digital natives (Musgrove, 2008) (The Economist, 2010). The findings provide an insightful understanding of the technological influence on children's reasoning and learning ability, impact on their physical health, decision making ability, action and interaction to the outer world. The survey, observation, and case study method are applied to conclude the results.","PeriodicalId":239920,"journal":{"name":"International Journal of Communication and Media Science","volume":"69 3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131406829","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

The Mass Communication and the Public Sphere 大众传播与公共领域

International Journal of Communication and Media Science Pub Date : 2019-09-25 DOI: 10.14445/2349641x/ijcms-v6i3p105

S. Shabanova

引用次数: 0

Media Initiatives in Strengthening Inter-Ethnic Unity in Afghanistan 加强阿富汗民族团结的媒体倡议

International Journal of Communication and Media Science Pub Date : 2019-09-25 DOI: 10.14445/2349641x/ijcms-v6i3p101

Sakhidad Mahdiyar

引用次数: 0

A Review of Stakeholder Theory and its Application in Public Relations Practices 利益相关者理论及其在公共关系实践中的应用综述

International Journal of Communication and Media Science Pub Date : 2019-09-25 DOI: 10.14445/2349641X/IJCMS-V6I3P103

Eric Gbeneka Godam, Christie U. Omego, C. Ochonogor

引用次数: 0

Design of Novel Laccases for Degradation of Complex Dyes 新型复合染料降解漆酶的设计

International Journal of Communication and Media Science Pub Date : 2019-09-25 DOI: 10.14445/2349641X/IJCMS-V6I3P104

Savita A.Patil, Sudarshan N. Shelke, Jyoti Kondhalkar, S. Dhumal, A. Thete, Jagruti Lokare

引用次数: 0

Health Information and the Sanitary Conditions around Local Eateries: Nigerian South Eastern Universities’ Perspectives 健康信息和当地餐馆周围的卫生条件:尼日利亚东南大学的观点

International Journal of Communication and Media Science Pub Date : 2019-02-25 DOI: 10.14445/2349641X/IJCMS-V6I1P106

A. Adum, O. Ekwenchi, O. Ojiakor, J. Nwosu

引用次数: 1

Netflix: The Television of the Coming Age? Netflix:即将到来的电视时代?

International Journal of Communication and Media Science Pub Date : 2019-01-25 DOI: 10.14445/2349641X/IJCMS-V6I1P105

Kunam Shreya Reddy, Nishita Ganapathy Marada

引用次数: 1

Whats…App at Work? Instant Messaging Improves Professional Well-Being 什么是App ?即时通讯提高职业幸福感

International Journal of Communication and Media Science Pub Date : 2019-01-25 DOI: 10.14445/2349641x/ijcms-v6i1p103

C. Papapicco

{"title":"Whats…App at Work? Instant Messaging Improves Professional Well-Being","authors":"C. Papapicco","doi":"10.14445/2349641x/ijcms-v6i1p103","DOIUrl":"https://doi.org/10.14445/2349641x/ijcms-v6i1p103","url":null,"abstract":"Whatsapp, instant messaging application, has radically transformed communication practices in different contexts. One of the most permeable contexts of virtual communication is the working environment. The study, with a positive view of analyzing the potentials of new media, aims to demonstrate how a Whatsapp group can be a support to network in helping professions, starting from the hypothesis that instant support, albeit virtual, from the team, it can be a useful facilitator. To evaluate this hypothesis, the Whatsapp communication group of operators of an Italian nursing home are analyzed in the research. The use of qualitative-quantitative methodologies, including Social Network Analysis (Wolfe, 1997), Sentiment Analysis (Pang & Lee, 2008) and Diatextual Analysis (Manuti & Mininni, 2017), allows to analyze how the virtual group can be an innovative way to resolve critical professional situations and how interactions, studied through a Social Network Analysis, can be predictive of the structuring of the online working group. Specifically, in the study 2237 conversational shifts of an Italian nurse house Whatsapp group were analyzed, from which three situations characterizing the help professions were extracted: the management of emergencies, decision making and problem solving. The positive sentiment shows that Whatsapp is a facilitator for organizational well-being.","PeriodicalId":239920,"journal":{"name":"International Journal of Communication and Media Science","volume":"51 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132309003","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1