scholarly journals Intelligent Indexing and Sorting Management System – Automated Search Indexing and Sorting of Various Topics

2020 ◽  
Vol 8 (2) ◽  
pp. 101-110
Author(s):  
Apoorva Ganapathy ◽  
Takudzwa Fadziso
Keyword(s):  
Content Analysis ◽  
Traditional Method ◽  
Potential Effect ◽  
Analysis Techniques ◽  
Social Media Platforms ◽  
Manual Indexing ◽  
Numerous Data ◽  
Index Terms ◽  
Word Frequencies ◽  
Huge Variety

An issue that the majority of the databases face is the static and manual character of indexing activities. This traditional method of indexing and sorting different topics is confirmed to shake the dataset performance somewhat, making downtime and a potential effect in the presentation that is normally addressed by manually indexing operations. Numerous data mining methods can accelerate this process by using proper indexing structures. Choosing the appropriate index generally relies upon the kind of operation that the algorithm performs against the dataset. Topic indexing is the operation of recognizing the principal topics covered by a document. These are helpful for some reasons: as subject headings in libraries, as keywords in scholarly articles, and as hashtags on social media platforms. Knowing a document’s topic assists individuals with deciding its importance quickly. In any case, assigning topics manually is a tedious and redundant task. This paper shows the best way to create them automatically in a way that contends with manual indexing done by humans. This paper also talks about the issues and the techniques for identifying applicable data in a huge variety of documents. The contribution of this thesis to this issue is to foster better content analysis techniques that can be utilized to describe document content with automated index terms. Index terms can be used as meta-data that defines documents and is utilized for seeking various topics. The main point of this paper is to show the way toward creating an automatic indexer which analyzes the topic of documents by integrating proof from word frequencies and proof from the linguistic analysis given by a syntactic parser. The indexer weighs the expressions of a document as per their assessed significance for depicting the topic of a given document based on the content analysis.

scholarly journals Penggunaan Clickbait Headline pada Situs Berita dan Gaya Hidup Muslim dream.co.id

2018 ◽  
Vol 11 (1) ◽  
pp. 31-43
Author(s):  
M Rizky Kertanegara
Keyword(s):  
Social Media ◽  
Content Analysis ◽  
Performance Indicator ◽  
Digital Age ◽  
Key Performance Indicator ◽  
Analysis Techniques ◽  
Shared Content ◽  
Ethics Code ◽  
Social Media Platforms ◽  
Journalistic Ethics

The rapid flows of information in the digital age makes online site producers create news that attracted the attention of netizen not only on their main sites but also for social media platforms. The goal is to get a Key Performance Indicator (KPI) which will be useful for the purpose of advertising. The existence of this KPI can be seen from the number of interactions made by readers who clicked, commented, or shared content on their social media accounts. This phenomenon then raises the use of Clickbait Headline, an attractive headline but sometimes trap the curiosity of the readers. To that end, the author wants to see how far the use of Clickbait Headline in Dream.co.id, a news and lifestyle of Muslim sites. In addition, the author also wants to see the use of journalistic ethics code standards on Clickbait Headline. Using content analysis techniques, the author selected samples using purposive sampling from the most viewed article samples in the period 1-21 June 2017. As a result, most articles in Dream.co.id using Clickbait Headline with catafora techniques and have met The Journalistic Ethics Code standards.

A Review on Automatic Bill of Material Generation and Visual Inspection on PCBs

2019 ◽  
Author(s):  
Mukhil Azhagan M. S ◽  
Dhwani Mehta ◽  
Hangwei Lu ◽  
Sudarshan Agrawal ◽  
Mark Tehranipoor ◽  
...  
Keyword(s):  
Image Analysis ◽  
Visual Inspection ◽  
Automated System ◽  
Imaging Modalities ◽  
Future Research ◽  
Analysis Techniques ◽  
Bill Of Materials ◽  
Pros And Cons ◽  
Index Terms ◽  
Image Analysis Techniques

Abstract Globalization and complexity of the PCB supply chain has made hardware assurance a challenging task. An automated system to extract the Bill of Materials (BoM) can save time and resources during the authentication process, however, there are numerous imaging modalities and image analysis techniques that can be used to create such a system. In this paper we review different imaging modalities and their pros and cons for automatic PCB inspection. In addition, image analysis techniques commonly used for such images are reviewed in a systematic way to provide a direction for future research in this area. Index Terms—Component Detection, PCB, Authentication, Image Analysis, Machine Learning

Comparing Representation of Depression on Reddit and Twitter Social Media Platforms (Preprint)

2020 ◽  
Author(s):  
Ethan Kaji ◽  
Maggie Bushman
Keyword(s):  
Mental Health ◽  
Social Media ◽  
Content Analysis ◽  
Relative Frequency ◽  
Social Activity ◽  
Social Media Platforms ◽  
Dsm Iv ◽  
Twitter Users

BACKGROUND Adolescents with depression often turn to social media to express their feelings, for support, and for educational purposes. Little is known about how Reddit, a forum-based platform, compares to Twitter, a newsfeed platform, when it comes to content surrounding depression. OBJECTIVE The purpose of this study is to identify differences between Reddit and Twitter concerning how depression is discussed and represented online. METHODS A content analysis of Reddit posts and Twitter posts, using r/depression and #depression, identified signs of depression using the DSM-IV criteria. Other youth-related topics, including School, Family, and Social Activity, and the presence of medical or promotional content were also coded for. Relative frequency of each code was then compared between platforms as well as the average DSM-IV score for each platform. RESULTS A total of 102 posts were included in this study, with 53 Reddit posts and 49 Twitter posts. Findings suggest that Reddit has more content with signs of depression with 92% than Twitter with 24%. 28.3% of Reddit posts included medical content compared to Twitter with 18.4%. 53.1% of Twitter posts had promotional content while Reddit posts didn’t contain promotional content. CONCLUSIONS Users with depression seem more willing to discuss their mental health on the subreddit r/depression than on Twitter. Twitter users also use #depression with a wider variety of topics, not all of which actually involve a case of depression.

A shift from science to politics : a content analysis of COVID-19 Videos on YouTube (Preprint)

2021 ◽  
Author(s):  
Chyun-Fung Shi ◽  
Matthew C So ◽  
Sophie Stelmach ◽  
Arielle Earn ◽  
David J D Earn ◽  
...  
Keyword(s):  
Public Health ◽  
Social Media ◽  
Content Analysis ◽  
Large Scale ◽  
Control Measures ◽  
Mitigation Measures ◽  
Health Campaigns ◽  
Public Attention ◽  
Conflicting Information ◽  
Social Media Platforms

BACKGROUND The COVID-19 pandemic is the first pandemic where social media platforms relayed information on a large scale, enabling an “infodemic” of conflicting information which undermined the global response to the pandemic. Understanding how the information circulated and evolved on social media platforms is essential for planning future public health campaigns. OBJECTIVE This study investigated what types of themes about COVID-19 were most viewed on YouTube during the first 8 months of the pandemic, and how COVID-19 themes progressed over this period. METHODS We analyzed top-viewed YouTube COVID-19 related videos in English from from December 1, 2019 to August 16, 2020 with an open inductive content analysis. We coded 536 videos associated with 1.1 billion views across the study period. East Asian countries were the first to report the virus, while most of the top-viewed videos in English were from the US. Videos from straight news outlets dominated the top-viewed videos throughout the outbreak, and public health authorities contributed the fewest. Although straight news was the dominant COVID-19 video source with various types of themes, its viewership per video was similar to that for entertainment news and YouTubers after March. RESULTS We found, first, that collective public attention to the COVID-19 pandemic on YouTube peaked around March 2020, before the outbreak peaked, and flattened afterwards despite a spike in worldwide cases. Second, more videos focused on prevention early on, but videos with political themes increased through time. Third, regarding prevention and control measures, masking received much less attention than lockdown and social distancing in the study period. CONCLUSIONS Our study suggests that a transition of focus from science to politics on social media intensified the COVID-19 infodemic and may have weakened mitigation measures during the first waves of the COVID-19 pandemic. It is recommended that authorities should consider co-operating with reputable social media influencers to promote health campaigns and improve health literacy. In addition, given high levels of globalization of social platforms and polarization of users, tailoring communication towards different digital communities is likely to be essential.

COVID-19 and Vitamin D Misinformation on YouTube: A Content Analysis (Preprint)

2021 ◽  
Author(s):  
Emma Kathleen Quinn ◽  
Shelby Fenton ◽  
Chelsea A. Ford-Sahidzada ◽  
Andrew Harper ◽  
Alessandro R. Marcon ◽  
...  
Keyword(s):  
Vitamin D ◽  
Content Analysis ◽  
Health Information ◽  
Qualitative Content Analysis ◽  
Health Behaviours ◽  
Medical Professionals ◽  
Solar Ultraviolet Radiation ◽  
Ultraviolet Radiation Exposure ◽  
Social Media Platforms ◽  
Solar Uv

BACKGROUND The “infodemic” accompanying the SARS-CoV-2 virus pandemic has the potential to increase avoidable spread as well as engagement in risky health behaviours. While social media platforms such as YouTube can be an inexpensive and effective method of sharing accurate health information, inaccurate and misleading information shared on YouTube can be dangerous for viewers [1]. OBJECTIVE The confusing nature of data and claims surrounding the benefits of vitamin D, particularly in the prevention or cure of COVID-19, influences both viewers and the general “immune boosting” commercial interest. METHODS YouTube video results for the search terms COVID, coronavirus, and vitamin D were collected and analyzed for content themes and deemed useful or misleading, based on the accuracy or inaccuracy of the content. Qualitative content analysis and simple statistical analysis were used to determine the prevalence and frequency of concerning content, such as confusing correlation with causation regarding vitamin D benefits. RESULTS 77 videos with 10,225,763 views (at the time of data collection) were included in the analysis, with over three quarters of them containing misleading content about COVID-19 and vitamin D. 58% of the videos confused the relationship between vitamin D and COVID-19, with 85% of the videos stating that vitamin D had preventative or curative abilities. The major contributor of these videos were medical professionals with YouTube accounts. Vitamin D recommendations that do not align with current literature were frequently suggested, included taking over the recommended safe dosage or seeking intentional solar ultraviolet radiation exposure. CONCLUSIONS The spread of misinformation is particularly alarming when spread by medical professionals and confusion of existing data suggesting vitamin D has “immune boosting” abilities can add to viewer confusion or mistrust in health information. Further, the suggestions made in the videos may increase risks of other poor health outcomes, such as skin cancer from solar UV radiation.

scholarly journals The DELTA® nursing measure: Its development and testing for nursing utility

2013 ◽  
Vol 18 (1) ◽  
Author(s):  
Hendrik J. Loubser ◽  
Judith C. Bruce ◽  
Daleen Casteleijn
Keyword(s):  
Mental Health ◽  
Mental Illness ◽  
Content Analysis ◽  
Health Outcomes ◽  
Mental Healthcare ◽  
Mental Health Outcomes ◽  
Psychiatric Nurses ◽  
Multidisciplinary Teams ◽  
Analysis Techniques ◽  
Care Plans

In the specialised nursing field of acute mental illness nurses expressed a need to measure and evaluate their patients’ mental-health outcomes both empirically and routinely. The aim was to develop and test a measurement tool, named the DELTA nursing measure, which could be embedded routinely into the nursing process and care plans, enabling the psychiatric nurses to score and evaluate their patients’ acute mental-health outcomes. A qualitative, exploratory study design was used to address two sequential objectives. Firstly, qualitative data that described observable behaviours in patients with acute mental illness were collected from psychiatric nurses (n = 5) who were experienced in acute mental healthcare. The data were analysed using inductive content analysis techniques to design and construct the DELTA nursing measure. In the second objective, the nursing utility of the DELTA nursing measure was studied. This was done by training and testing a new team of psychiatric nurses (n = 25) working in a 116-bed acute psychiatric hospital, in the application of the DELTA nursing measure. After 30 months a focus group (n = 6) representing this team was held to explore their perceptions and experiences of the nursing utility of the newly-developed measure. The descriptive data were analysed using deductive content analysis techniques. The outcome of the DELTA nursing measure as a routine nursing measure of acute mental illness provided good results. The nursing-utility characteristics have confirmed positive responses with regard to its acceptance, usefulness and confidence as a worthwhile tool to be used in expediting nursing services in acute mental healthcare. The positive responses to the DELTA nursing measure are noteworthy. It has the potential to add substantial value to the mental health care field in nursing by adding a measurable dimension to patient outcomes, a much needed requirement by patients, multidisciplinary teams and healthcare funders.In die gespesialiseerde verplegingsveld van akute psigiatrie het verpleegkundiges ’n behoefte uitgespreek om roetineweg pasiënte se geestesgesondheidsuitkomste empiries te meet en te evalueer. Die doel van die studie was om ’n meetinstrument, genoemd die ‘DELTA nursing measure’, te ontwikkel en toets wat ingebed kan word in die verplegingsproses en versorgingsplan en wat psigiatriese verpleegkundiges in staat kan stel om roetine-weg die pasiënte se akute geestesgesondheidsuitkomste te meet en te evalueer. ’n Kwalitatiewe, eksploratiewe studie ontwerp is gebruik om twee opeenvolgende doelwitte aan te spreek. Eerstens is kwalitatiewe data wat observeerbare gedrag in pasiënte met akute geestessiektes beskryf ingesamel van psigiatriese verpleegkundiges (n = 5) wat ervaring het in akute geestesgesondheidsorg. Die data is geanaliseer met induktiewe inhouds analiese tegnieke om die ontwerp en konstruksie van die ‘DELTA nursing measure’ te bewerkstellig. In die tweede doelwit was die ‘DELTA nursing measure’ se bruikbaarheid vir verpleging bestudeer. Om dit te doen was ’n nuwe span psigiatriese verpleegkundiges (n = 25) wat werksaam was in ’n 116-bed akute psigiatriese hospitaal opgelei en getoets in die gebruik van die ‘DELTA nursing measure’. Na 30 maande is ’n fokusgroep (n = 6) gehou wat verteenwoordigend was van die span om hulle persepsies en ervarings van die nuut-ontwikkelde meetskaal se bruikbaarheid te eksploreer. Beskrywende data is met behulp van deduktiewe inhouds tegnieke geanaliseer. Die uitkoms van die ‘DELTA nursing measure’ as ’n routine verplegingmeetskaal vir die bepaling van akuutheid in psigiatrie het baie goeie resultate opgelewer. Die bruikbaarheidseienskappe het positiewe response bevestig dat aanvaarding, betroubaarheid en vertroue bereik is en dat dit ’n nuttige instrument is om die verplegingsdiens te bevorder. Die positiewe response op die ‘DELTA nursing measure’ is merkwaardig. Dit het die potensiaal om ’n betekenisvolle bydrae te lewer tot die psigiatriese verplegingsveld omdat dit ’n meetbare dimensie toevoeg tot pasient uitkomste, ’n hoogs-benodigde vereiste van pasiënte, multidissiplinêre spanne en gesondheidsorgbefondsers.

scholarly journals Incivility and disrespectfulness in online political discussion

2020 ◽  
Vol 33 (3) ◽  
pp. 278
Author(s):  
Angga Prawadika Aji ◽  
Ari Sapto
Keyword(s):  
Content Analysis ◽  
Online News ◽  
Political Discussion ◽  
Political Issues ◽  
Political News ◽  
Analysis Techniques ◽  
Almost All ◽  
Online News Sites

Reader’s comment columns on online political news pages are locations where political discussions between citizens can emerge and develop. The reader comment column is a standard feature of almost all media sites because of its ability to initiate discussion and promote a particular article or issues within the news site. Unfortunately, in its development, the online comment column’s discussion process is often filled by incivility and disrespectful expressions, such as sentences containing insults, condemnation, or expressions full of anger. Such sentences have the potential to undermine the discussion process and encourage pointless arguments, especially in articles that discuss political polarity. This study aims to determine the extent to which incivility and disrespectful expressions appear in readers’ comments columns of online news sites, especially on polarized political issues. This study uses content analysis techniques on 403 comments in political news on Detik.com, one of Indonesia’s main news portals. The results show that although the incivility expression shows a small number, the form of disrespectful shows a high number in the readers’ comments. The highest form of the expression of disrespectful is the expression tat contains name-calling (23%), followed by hyperbole (15.6%) and the use of sarcasm (6.2%). The high number of disrespectful expressions seems to be related to the comment column service feature that allows users to use anonymous identities.

scholarly journals Konstruksi Nalar Rechtvinding Hakim dalam Pemberian Izin Poligami yang Berkeadilan Gender dalam Putusan Pengadilan Agama Jombang No. 0899/Pdt.G/2016/PA.Jbg

AL-HUKAMA ◽  
2019 ◽  
Vol 9 (2) ◽  
pp. 496-517
Author(s):  
Abdullah Taufik ◽  
Ilham Tohari
Keyword(s):  
Content Analysis ◽  
Research Method ◽  
Islamic Law ◽  
Gender Justice ◽  
Legal Research ◽  
Analysis Techniques ◽  
Positive Law ◽  
The One ◽  
Legal Discovery ◽  
Religious Courts

The practice of polygamy in Indonesia until now has drawn criticism from some feminists who did not agree. But on the one hand, both Islamic law and positive law permit various conditions. In this case, the Religious Court (PA) becomes the last fence which becomes the determining point for a man to be able to polygamy. For this reason, researchers conducted a study of PA decisions on polygamy, namely Jombang PA Decision No. No. 0899 / Pdt.G / 2018 / PA.Jbg . The focus of the problem is (1) the value of gender justice in the decision and (2) reasoning rechtvinding(legal discovery) judge. The method used in this study is a normative-qualitative legal research method with content analysis techniques from Charles Purse. The results showed that the practice of polygamy licensing in the Religious Courts had actually gone through processes that reflected gender justice. This is reflected in the obligation of the Religious Court to summon the longest wife of the applicant for polygamy to be asked for willingness and information. The results of subsequent studies show that PA Jombang judges used hermeneutic techniques in making legal discovery efforts. Because, they not only focus on aspects of legality, but also consider the contextualization.

scholarly journals Characteristics of Gun Advertisements on Social Media: Systematic Search and Content Analysis of Twitter and YouTube Posts (Preprint)

2019 ◽  
Author(s):  
Lisa Jordan ◽  
James Kalin ◽  
Colleen Dabrowski
Keyword(s):  
Social Media ◽  
Content Analysis ◽  
Systematic Search ◽  
Health Concern ◽  
Corporate Ownership ◽  
Public Health Concern ◽  
Social Media Platforms ◽  
Streaming Services ◽  
Youtube Videos ◽  
Different Characteristics

BACKGROUND Although gun violence has been identified as a major public health concern, the scope and significance of internet gun advertising is not known. OBJECTIVE This study aimed to quantify the characteristics of gun advertising on social media and to compare the reach of posts by manufacturers with those of influencers. METHODS Using a systematic search, we created a database of recent and popular Twitter and YouTube posts made public by major firearm manufacturers and influencers. From our sample of social media posts, we reviewed the content of the posts on the basis of 19 different characteristics, such as type of gun, presence of women, and military or police references. Our content analysis summarized statistical differences in the information conveyed in posts to compare advertising approaches across social media platforms. RESULTS Sample posts revealed that firearm manufacturers use social media to attract audiences to websites that sell firearms: 14.1% (131/928; ±2.9) of Twitter posts, 53.6% (228/425; ±6.2) of YouTube videos, and 89.5% (214/239; ±5.1) of YouTube influencer videos link to websites that facilitate sales. Advertisements included women in efforts to market handguns and pistols for the purpose of protection: videos with women included protection themes 2.5 times more often than videos without women. Top manufacturers of domestic firearms received 98 million channel views, compared with 6.1 billion channel views received by the top 12 YouTube influencers. CONCLUSIONS Firearm companies use social media as an advertising platform to connect viewers to websites that sell guns. Gun manufacturers appropriate YouTube servers, video streaming services, and the work of YouTube influencers to reach large audiences to promote the widespread sale of consumer firearms. YouTube and Twitter subsidize gun advertising by offering server and streaming services at no cost to gun manufacturers, to the commercial benefit of Google and Twitter’s corporate ownership.

scholarly journals The Transformation of DSN-MUI Fatwa in The Unit-Linked Products: A Contemporary Analysis

2020 ◽  
Vol 17 (2) ◽  
pp. 299-322
Author(s):  
Atik Abidah
Keyword(s):  
Content Analysis ◽  
Research Methods ◽  
Legal System ◽  
Transformation Process ◽  
Insurance Companies ◽  
Analysis Techniques ◽  
Library Research ◽  
Laws And Regulations

This article aims to review more concretely how the fatwa position of DSN-MUI toward Sharia Insurance in Indonesia's legal system and how this fatwa is transformed by insurance companies in the form of Unit Link products. Researchers used library research methods, comparative and correlative approaches, and content analysis techniques to answer this. Based on the analysis, the position of the fatwa of DSN-MUI toward Sharia Insurance is hierarchically equivalent to the position of the laws and regulations based on the provisions stated in Article 1 paragraph 3 of Law No. 40 of 2014 on Insurance. Furthermore, from the aspect of transformation, it is found that there are three patterns of transformation used by insurance companies; there are patterns of adoption, expansion, and narrowing. The narrowing pattern is widely used because of the technical nature of the Unit Link. However, from the aspect of conformity with the fatwa, after the transformation process is carried out, especially in the fatwa of the DSN-MUI regarding wakalah bil ujrah by expanding the meaning of ujrah, it is resulted in deviations from sharia principles, especially considering the types of ujrah as stated in a limited manner in the fatwa. wakalah bil ujrah. This research contributes to providing a way to resolve the implementation of Unit Link.Artikel ini bertujuan untuk mengulas secara lebih konkrit bagaimana posisi fatwa DSN-MUI tentang Asuransi Syariah dalam sistem hukum di Indonesia dan bagaimana fatwa ini ditransformasikan oleh perusahaan asuransi dalam produk unit link. Untuk menjawab hal ini, peneliti menggunakan metode library research, pendekatan komparatif dan korelatif serta teknik content analysis. Berdasarkan analisis yang telah dilakukan, hasil penelitian menunjukkan bahwa kedudukan fatwa DSN-MUI tentang Asuransi Syariah secara hierarkis setara dengan kedudukan peraturan perundang-undangan berdasarkan ketentuan yang tersurat dalam Pasal 1 ayat 3 UU No. 40 Tahun 2014 tentang Perasuransian. Selanjutnya, dari aspek transformasi, ditemukan tiga pola transformasi yang digunakan oleh perusahaan asuransi yakni pola adopsi, perluasan, dan penyempitan. Pola penyempitan banyak digunakan lantaran sifat teknis dari unit link. Sedangkan dari aspek kesesuaian dengan fatwa setelah dilakukan proses transformasi, khususnya dalam fatwa DSN-MUI tentang wakalah bil ujrah dengan melakukan perluasan makna ujrah mengakibatkan adanya penyimpangan terhadap prinsip syariah khususnya tentang jenis ujrah sebagaimana disebutkan secara limitatif dalam fatwa wakalah bil ujrah. Penelitian ini berkontribusi dalam memberikan jalan penyelesaian implementasi unit link yang selama ini dianggap bermasalah.

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