scholarly journals Analysing Lesbian, Gay, Bisexual, Transgender and Queer or Questioning (LQBTQ) Cyberbullying Using Unsupervised Associative Approach Text Analytics Technique

2021 ◽  
Vol 17 ◽  
pp. 1201-1209
Author(s):  
Frederick F. Patacsil ◽  
Jennifer M. Parrone ◽  
Christine Lourrine Tablatin ◽  
Michael Acosta
Keyword(s):  
Text Analysis ◽  
Relevant Information ◽  
Discussion Groups ◽  
Text Analytics ◽  
Unstructured Text ◽  
Analysis Technique ◽  
The Social ◽  
Information Technologists ◽  
Cyberbullying Detection ◽  
Society Today

Cyberbullying has become one of the major threats in our society today due to the massive damage that it can cause not only in the cyber world and the internet-based business but also in the lives of many people. The sole purpose of cyberbullying is to hurt and humiliate someone by posting and sending threats online. However, recognition of cyberbullying has proved to be a hard and challenging task for information technologists. The main objective of this study is to analyze and decode the ambiguity of human language used in cyberbullying Lesbian, Gay, Bisexual, Transgender and Queer or Questioning (LGBTQ) victims and detect patterns and trends from the results to produce meaning and knowledge. This study will utilize an unsupervised associative approach text analysis technique that will be used to extract the relevant information from the unstructured text of cyberbullying messages. Furthermore, cyberbullying incidence patterns will be analyzed based on recognizing relationships and meaning between cyberbullying keywords with other words to generate knowledge discovery. “Fuck” and “Shit” account almost half of all cyberbullying words and appear more that 75 % in the dataset as the most frequently used words. Further, the terms “shit”+“hate”+ “fuck” with a positive lift value and “shit”+ “stupid” positive obtained the highest chance of togetherness / chance of utilizing both of these words to cyber bully. The combination of words / word patterns was considered abusive swearing is always considered rude when it is used to intimidate or humiliate someone. The output and results of this study will contribute to formulating future intervention to combat cyberbullying. Furthermore, the results can be utilized as a model in the development of a cyberbullying detection application based on the text relations / associations of words in the comments, replies, blog discussion and discussion groups across the social networks.

Challenges of Text Analytics in Opinion Mining

2019 ◽  
pp. 268-282
Author(s):  
Vaishali Kalra ◽  
Rashmi Agrawal
Keyword(s):  
Text Analysis ◽  
Opinion Mining ◽  
Text Analytics ◽  
Text Format ◽  
Unstructured Text ◽  
The Future ◽  
Knowledge Distillation ◽  
Tools And Techniques ◽  
Shed Light ◽  
The Web

Text analysis is the task of knowledge distillation from unstructured text. Due to increase in sharing of information over the web in text format, users required tools and techniques for the analysis of the text. These techniques can be used in two ways: One, this can be used for clustering, classification, and visualization of the data. Two, this can be used for predicting the future aspects, for example, in share market. But all these tasks are not easy to perform, as there are lots of challenges in converting the text into the format onto which various actions can be taken. In this chapter, the authors have discussed the framework of text analysis, followed by the background where they have discussed the steps for transforming the text into the structured form. They have shed light on its industry application along with the technological and non-technological challenges in text analysis.

scholarly journals DOMINASI PATRIARKI BERBENTUK KEKERASAN SIMBOLIK TERHADAP PEREMPUAN PADA SINETRON

2019 ◽  
Vol 5 (02) ◽  
pp. 195
Author(s):  
Ghina Novarisa
Keyword(s):  
Text Analysis ◽  
Soap Opera ◽  
Symbolic Violence ◽  
Media Content ◽  
Soap Operas ◽  
Literature Study ◽  
Patriarchal Ideology ◽  
Analysis Technique ◽  
The Social ◽  
Sexual Object

<p align="center"><strong><em>ABSTRACT</em></strong></p><p><em>Violence that is difficult to overcome is symbolic violence because its failure does not look like ordinary struggle. Women are one of the social groups that are the object of symbolic struggle. Media content that supports symbolic making through words and communication that contain hatred against racist backgrounds or that involve sexists to hurt one's personal, ethnic, or sexual coordination.This research explain  how symbolic violence operates in the soap opera “Catatan Hati Seorang Istri” by exposing the patriarchal ideology as the dominant ideology in the soap opera. This is a qualitative research with discourse analisys by Sara Millls as the method to analyze the text, and text analysis technique along with literature study to collect the data. The concept of symbolic violence, that is used in this research, assumes that domination by men against women produce symbolic violence. The result of this research indicates “Catatan Hati Seorang Istri” showing domination of men over women in the form of (1) domination on behaelf of obligation in domestic territory, (2) domination by putting women as sexual object, and (3) domination by silencing women. But, those form of  domination causing women to fight against their rights.  </em></p><p><strong><em>Key words</em></strong><strong><em>; Symbolic violence; dominance; patriarchi ideology; soap operas.</em></strong></p><p align="center"><strong>ABSTRAK</strong></p><p>Kekerasan yang sulit diatasi adalah kekerasan simbolik karena dampaknya tidak terlihat seperti kekerasan biasa. Perempuan adalah salah satu kelompok sosial yang menjadi objek kekerasan simbolik. Konten media seringkali memproduksi kekerasan simbolik melalui kata-kata dan komunikasi yang mengandung kebencian dengan latar belakang rasis atau yang bersifat seksis bertujuan melukai integritas pribadi, etnis, atau seksual seseorang. Penelitian ini membahas bagaimana kekerasan simbolik beroperasi dalam sinetron Catatan Hati Seorang Istri dengan membongkar ideologi patriarki sebagai ideologi dominan dalam sinetron tersebut. Penelitian ini merupakan penelitian kualitatif dengan metode analisis wacana Sara Mills dan teknik pengumpulan data melalui analisis teks, serta studi literatur. Konsep kekerasan simbolik yang digunakan dalam penelitian ini adalah bagaimana dominasi yang dilakukan laki-laki terhadap perempuan melahirkan kekerasan simbolik. Hasil penelitian ini menunjukkan bahwa sinetron Catatan Hati Seorang Istri menampilkan dominasi laki-laki terhadap perempuan dalam bentuk; (1) dominasi mengatasnamakan kewajiban wilayah domestik, (2) dominasi menempatkan perempuan sebagai objek seksual, dan (3) dominasi dengan membungkam perempuan. Namun, bentuk dominasi tersebut membuat perempuan  memberontak dan bersuara. Dominasi inilah yang mendasari kekerasan simbolik pada sinetron Catatan Hati Seorang Istri.</p><p><strong>Kata Kunci ; Kekerasan Simbolik; dominasi; ideologi patriarki; sinetron.</strong></p>

The transformation of the Russian notary in the new economic realities

2020 ◽  
Vol 22 (1) ◽  
pp. 92-97
Author(s):  
KONSTANTIN A. KORSIK ◽  
◽  
ANASTASIYA A. PARFENCHIKOVA ◽  
Keyword(s):  
Public Administration ◽  
Relevant Information ◽  
The State ◽  
Technological Infrastructure ◽  
Social Sphere ◽  
The Social ◽  
Modern Economic ◽  
World Development

The article is devoted to the review of current changes in the legislation on notaries related to the development of electronic civil circulation, analysis of existing digital risks and assessment of the role of notaries in combating them. In modern economic realities, a significant expansion of the sphere of competence of the notary is carried out by introducing completely new notarial actions into the scope of the notary’s terms of reference. At the same time, the notary does not just follow the general ‘digital’ trend, but independently makes significant efforts to effectively perform the tasks of the social sphere regulator assigned to it by the state. The creation of the Unified Notary Information System as part of the formation of the technological infrastructure to ensure the security and stability of legal relations in the context of electronic civil circulation takes to a new level the quality of notarial services and the security of legally relevant information. The role of notaries significantly increases in conditions when the use of digital technologies in the economy, public administration, social sphere becomes one of the main vectors of world development, and society and the state inevitably face the flip side of this process – digital risks that jeopardize the safety of participants in civil turnover and their property. In 2020, as part of the implementation of the national program ‘Digital Economy’, it is planned to introduce a number of innovations that will create the basis for a stable and secure ‘digital’ turnover.

scholarly journals A Typological Classification for Assessing Farm Sustainability in the Italian Bovine Dairy Sector

2021 ◽  
Vol 13 (13) ◽  
pp. 7097
Author(s):  
Margherita Masi ◽  
Yari Vecchio ◽  
Gregorio Pauselli ◽  
Jorgelina Di Pasquale ◽  
Felice Adinolfi
Keyword(s):  
Structural Characteristics ◽  
Dairy Farms ◽  
Three Dimensions ◽  
Structural Relationships ◽  
Analysis Technique ◽  
The Social ◽  
European Policies ◽  
Farm Sustainability ◽  
Social Environmental ◽  
Cluster Analysis Technique

Italy is among the most important countries in Europe for milk production. The new European policies encourage a transition towards sustainability and are leading European dairy farms to follow new trajectories to increase their economic efficiency, reduce their environmental impact, and ensure social sustainability. Few studies have attempted to classify dairy farms by analyzing the relationships between the structural profiles of farms and the social, environmental, and economic dimensions of sustainability. This work intends to pursue this aim through an exploratory analysis in the Italian production context. The cluster analysis technique made it possible to identify three types of dairy farms, which were characterized on the basis of indicators that represented the three dimensions of sustainability (environmental, social, and economic sustainability) and the emerging structural relationships based on the structural characteristics of the dairy farms. The classification made it possible to describe the state of the art of the Italian dairy sector in terms of sustainability and to understand how different types of farms can respond to the new European trajectories.

Peran Ibu Rumah Tangga Nelayan Dalam Meningkatkan Pendapatan Keluarga di Kelurahan Sei Merbau Kecamatan Teluk Nibung Kota Tanjungbalai.

2021 ◽  
Vol 13 (1) ◽  
pp. 118
Author(s):  
Mbina Pinem ◽  
Rayhan Utami
Keyword(s):  
Small Proportion ◽  
Family Income ◽  
Social Role ◽  
Sampling Technique ◽  
Simple Random Sampling ◽  
Analysis Technique ◽  
The Social ◽  
Data Collection Technique ◽  
Productive Role

This study aims to determine: (1) The productive role of fishermen housewives in increasing family income in Sei Merbau Village, Teluk Nibung District, Tanjungbalai City, (2) The reproductive role of fishermen housewives in increasing family income in Sei Merbau Village, Teluk Nibung Kota District Tanjungbalai, and (3) The social role of fisherman housewives in increasing family income in Sei Merbau Village, Teluk Nibung District, Tanjungbalai City. This research was conducted in Sei Merbau Village, Teluk Nibung District, Tanjungbalai City in 2020. The population of this study were all fishermen housewives in Sei Merbau Village, amounting to 592 people, while the sample in this study was 10% of the total population (59 people. ) and taken using the Simple Random Sampling technique. The data collection technique is done by direct communication (interview). While the data analysis technique used is descriptive qualitative analysis techniques. The results showed that: (1) The highest productive role (48.78%) was performed by housewives who worked as factory workers, while the lowest role (21%) was performed by housewives who worked as coconut peeler. Overall, the role played by housewives of fishermen is 33.35% and is in the low category. (2) The reproductive role played by the housewives of fishermen in Kelurahan Sei Merbau, namely having dependents of 1 to 6 children. Most (57.63%) fishermen housewives had 1-2 children and a small proportion (8.47%) had 5-6 children with an average of 2-3 children. (3) In general (81.36%) fishermen housewives participated in the social activities of the unfortunate union and a small proportion (25.42%) participated in arisan activities. In addition, the recitation activity is useful for moral contributions to housewives so that they can motivate husbands to work to increase income and also motivate children to improve education. The highest role of arisan activities was 76.92% while the lowest role was 22.73%. With an average of 43.47%.

scholarly journals The Neural Representational Space of Social Memory

Open Mind ◽  
2019 ◽  
Vol 3 ◽  
pp. 1-12 ◽  
Author(s):  
Sarah L. Dziura ◽  
James C. Thompson
Keyword(s):  
Social Networks ◽  
Incidental Learning ◽  
Multivariate Pattern Analysis ◽  
Temporoparietal Junction ◽  
Representational Space ◽  
Analysis Technique ◽  
The Social ◽  
Multivariate Pattern ◽  
The Relationship ◽  
The Brain

Social functioning involves learning about the social networks in which we live and interact; knowing not just our friends, but also who is friends with our friends. This study utilized an incidental learning paradigm and representational similarity analysis (RSA), a functional MRI multivariate pattern analysis technique, to examine the relationship between learning social networks and the brain’s response to the faces within the networks. We found that accuracy of learning face pair relationships through observation is correlated with neural similarity patterns to those pairs in the left temporoparietal junction (TPJ), the left fusiform gyrus, and the subcallosal ventromedial prefrontal cortex (vmPFC), all areas previously implicated in social cognition. This model was also significant in portions of the cerebellum and thalamus. These results show that the similarity of neural patterns represent how accurately we understand the closeness of any two faces within a network. Our findings indicate that these areas of the brain not only process knowledge and understanding of others, but also support learning relations between individuals in groups.

scholarly journals IMPLEMENTASI KOMPETENSI SOSIAL GURU TERHADAP MOTIVASI BELAJAR SISWA

2017 ◽  
Vol 1 (1) ◽  
pp. 59-67
Author(s):  
Saparuddin Saparuddin ◽  
Markas Iskandar
Keyword(s):  
Social Competence ◽  
Group Work ◽  
Descriptive Analysis ◽  
Educational Institutions ◽  
Quantitative Descriptive Analysis ◽  
Teacher Student ◽  
Analysis Technique ◽  
The Social ◽  
Independent Variable ◽  
Quantitative Descriptive

Penelitian ini dianalisis dengan analisis deskriptif kualitatif yang bertujuan memberikan gambaran tentang bagaimana impelementasi kompetensi sosial guru terhadap motivasi belajar siswa Smp Negeri 3 Bungin Kec. Bungin Kab. Enrekang. Teknik pengumpulan data dalam penelitian ini adalah Observasi, wawancara dan Angket. Tekhnik Analisis data menggunakan analisis deskriptif kuantitatif Dalam penelitian ini terdapat dua variabel yang akan diteliti yaitu: Variabel bebas yaitu kompetensi sosial guru dan Variabel terikat yaitu motivasi belajar siswa. Jumlah sampel ialah 22 orang dari 220 populasi. Teknik pengumpulan data dalam penelitian ini adalah Observasi, wawancara dan Angket. kompetensi sosial guru merupakan seperangkat penguasaan, pengetahuan dan kemampuan yang harus dimiliki guru agar dapat melaksanakan tugas-tugas pokok sebagai seorang guru dan  bertanggungjawab dalam mendidik. Cara meningkatkan motivasi belajar siswa antara lain Pemberian Nilai pemberian ulangan dan kerja kelompok. Melihat implementasi kompetensi sosial guru untuk meningkatkan  motivasi belajar siswa sudah berhasilan dalam bidang pendidikan, guru diharapkan mampu  menjadi pigur dalam memajukan  lembaga pendidikan agar siswa termotivasi untuk melakukan perubaha-perubahan dalam memajukan lembaganya pendidikan kedepannya.Kata Kunci: Kompetensi Sosial, Guru,  Motivasi Belajar SiswaABSTRACTThis study was analyzed with descriptive qualitative is purpose which to give an overview of how the implementation the social competence of teachers to students' motivation Smp Negeri 3 Bungin Kec. Bungin Kab. Enrekang. The collection techniques in this study is observation, interview and questionnaire. Inquiry analysis technique used quantitative descriptive analysis In this research there are two variables that will be studied are: The independent variable is the social competence of teachers and the dependent variable is the students' motivation. The number of samples was 22 people from to 220 population. The Inquiry collection techniques in this study is observation, interview and questionnaire. social competence of teachers is a set of mastery, knowledge and abilities that should be owned by teachers in order to carry out basic tasks as a teacher and in charge of educating. How to improve students' motivation, among others Grading Award replicates and group work. See the implementation of the social competence of teachers to improve students' motivation has been success in the field of education, teachers are expected to be pigur in advancing educational institutions so that students are motivated to do perubaha-change in advancing the educational institutions in the future.Keywords: Social Competence, Teacher, Student Motivation

scholarly journals RELATIONSHIP PRODUCT QUALITY AND PRICE WITH CONSUMER BUYING INTEREST IN OLE-OLE FUTSAL BUNG TOMO SURABAYA

2019 ◽  
Vol 1 (2) ◽  
pp. 217-223
Author(s):  
Ahedi Syukro Sahudi ◽  
I Nyoman Sudapet ◽  
Hamzah Denny Subagyo
Keyword(s):  
Social Sciences ◽  
Data Analysis ◽  
Product Quality ◽  
Test Analysis ◽  
Spearman Rank ◽  
Analysis Technique ◽  
The Social ◽  
Calculation Process ◽  
The Relationship ◽  
Effect Method

This research was conducted with the aim of knowing the relationship between product quality and price with the interest of buying consumer Ole-Ole Futsal Bung Tomo. This type of research uses a quantitative approach. The sample in this study were 30 respondents taken by the snowball effect method. The data analysis technique in this study usedcorrelation test analysis Spearman rank. The calculation process was aided by theapplication program Statistical Package for the Social Sciences (IBM SPSS Statistics 20). The results of this study indicate that a correlation of 0.877 means that it is very strong and based on calculations, the product quality variable with consumer buying interest has a sig value of 0.000 <0.05, so Ho is rejected, the product quality is significantly associated with consumer buying interest. And the price variable shows that there is a correlation of 0.738 which means strong and based on calculations, the price variable with consumer buying interest has a sig value of 0.000 < 0.05 so Ho is rejected, then the price is significantly associated with consumer buying interest.

scholarly journals Social, Personal, Cultural and Psychological Influence Analysis of Samsung Smartphone Purchase Decision at Samsung Experience Store WTC Surabaya

2018 ◽  
Vol 1 (2) ◽  
pp. 99-112
Author(s):  
Arbi Illyasa ◽  
Arasy Alimudin
Keyword(s):  
Human Resources ◽  
Quantitative Research ◽  
Linear Regression Analysis ◽  
Multiple Linear Regression Analysis ◽  
Purchase Decision ◽  
Purchasing Decisions ◽  
Analysis Technique ◽  
The Social ◽  
Psychological Influences ◽  
Psychological Influence

Quality human resources are needed in obtaining the success of the company. This study aims to determine the analysis of social, personal, cultural and psychological influences on purchasing decisions of Samsung smartphones in Surabaya. The type of research used is quantitative research with a sample of 50 people who bought at Samsung Experience Store in Surabaya who filled out questionnaires which were already recorded customers. The data analysis technique used is multiple linear regression analysis. The results of the study show that social, personal, cultural and psychological influences simultaneously on purchasing decisions in Surabaya. As well as social, personal, cultural and psychological influences partially on the purchasing decisions of Samsung experiene store smartphones in Surabaya. The higher the social, personal, cultural and psychological well the higher the level of purchasing decisions.

scholarly journals Text analysis on health product reviews using r approach

2020 ◽  
Vol 18 (3) ◽  
pp. 1303
Author(s):  
Nasibah Husna Mohd Kadir ◽  
Sharifah Aliman
Keyword(s):  
Language Processing ◽  
Text Summarization ◽  
Unstructured Data ◽  
Product Reviews ◽  
Health Product ◽  
Text Analytics ◽  
Data Set ◽  
Web Based ◽  
The Social ◽  
Key Techniques

In the social media, product reviews contain of text, emoticon, numbers and symbols that hard to identify the text summarization. Text analytics is one of the key techniques in exploring the unstructured data. The purpose of this study is solving the unstructured data by sort and summarizes the review data through a Web-Based Text Analytics using R approach. According to the comparative table between studies in Natural Language Processing (NLP) features, it was observed that Web-Based Text Analytics using R approach can analyze the unstructured data by using the data processing package in R. It combines all the NLP features in the menu part of the text analytics process in steps and it is labeled to make it easier for users to view all the text summarization. This study uses health product review from Shaklee as the data set. The proposed approach shows the acceptable performance in terms of system features execution compared with the baseline model system.

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