scholarly journals Who Are Controlled by The Same User? Multiple Identities Deception Detection via Social Interaction Activity (Student Abstract)

2020 ◽  
Vol 34 (10) ◽  
pp. 13853-13854
Author(s):  
Jiacheng Li ◽  
Chunyuan Yuan ◽  
Wei Zhou ◽  
Jingli Wang ◽  
Songlin Hu
Keyword(s):  
Social Media ◽  
Social Interaction ◽  
Social Interactions ◽  
Real World ◽  
Deception Detection ◽  
State Of The Art ◽  
Multiple Identities ◽  
The Social ◽  
Real World Datasets ◽  
Multiple Accounts

Social media has become a preferential place for sharing information. However, some users may create multiple accounts and manipulate them to deceive legitimate users. Most previous studies utilize verbal or behavior features based methods to solve this problem, but they are only designed for some particular platforms, leading to low universalness.In this paper, to support multiple platforms, we construct interaction tree for each account based on their social interactions which is common characteristic of social platforms. Then we propose a new method to calculate the social interaction entropy of each account and detect the accounts which are controlled by the same user. Experimental results on two real-world datasets show that the method has robust superiority over state-of-the-art methods.

HC-COVID

2022 ◽  
Vol 6 (GROUP) ◽  
pp. 1-25
Author(s):  
Ziyi Kou ◽  
Lanyu Shang ◽  
Yang Zhang ◽  
Dong Wang
Keyword(s):  
Social Media ◽  
Real World ◽  
State Of The Art ◽  
Knowledge Graph ◽  
Detection Accuracy ◽  
Critical Problem ◽  
Real World Datasets ◽  
Collaborative Efforts ◽  
Different Levels

The proliferation of social media has promoted the spread of misinformation that raises many concerns in our society. This paper focuses on a critical problem of explainable COVID-19 misinformation detection that aims to accurately identify and explain misleading COVID-19 claims on social media. Motivated by the lack of COVID-19 relevant knowledge in existing solutions, we construct a novel crowdsource knowledge graph based approach to incorporate the COVID-19 knowledge facts by leveraging the collaborative efforts of expert and non-expert crowd workers. Two important challenges exist in developing our solution: i) how to effectively coordinate the crowd efforts from both expert and non-expert workers to generate the relevant knowledge facts for detecting COVID-19 misinformation; ii) How to leverage the knowledge facts from the constructed knowledge graph to accurately explain the detected COVID-19 misinformation. To address the above challenges, we develop HC-COVID, a hierarchical crowdsource knowledge graph based framework that explicitly models the COVID-19 knowledge facts contributed by crowd workers with different levels of expertise and accurately identifies the related knowledge facts to explain the detection results. We evaluate HC-COVID using two public real-world datasets on social media. Evaluation results demonstrate that HC-COVID significantly outperforms state-of-the-art baselines in terms of the detection accuracy of misleading COVID-19 claims and the quality of the explanations.

EDUCATION SELECTIONEuropean Journal of Special Needs Education (1999)

2000 ◽  
Vol 5 (3) ◽  
pp. 139-141
Author(s):  
Sally Beveridge ◽  
Sue Pearson
Keyword(s):  
Social Interaction ◽  
Social Interactions ◽  
Special Needs ◽  
Social Dimension ◽  
Common Theme ◽  
Special Educational Needs ◽  
Physical Proximity ◽  
Special Needs Education ◽  
The Social ◽  
Positive Social Interaction

The three articles from Volume 14 that are reviewed here are linked by a common theme: the social interactions of children with special educational needs. The countries involved, the target group of pupils and the methodology vary but each one draws attention to the complexities of the social dimension of inclusion and suggest that physical proximity alone does not ensure positive social interaction.

Electrical Emissions in Gymnotus Carapo and Their Relation To Social Behavior

Behaviour ◽  
1970 ◽  
Vol 37 (1-2) ◽  
pp. 1-14 ◽  
Author(s):  
J.A. Valone
Keyword(s):  
Life History ◽  
Social Interaction ◽  
Social Behavior ◽  
Social Interactions ◽  
Physical Contact ◽  
Postural Responses ◽  
The Social ◽  
History Of ◽  
Electrical Stimuli

Abstract1. The relation between the social behavior and the electrical emissions of Gymnotus carapo is examined. 2. Members of the species Gymnotus carapo approach certain sources of electrical stimuli and, in a statistically significant number of instances, assume a stance parallel to the plane from which the stimuli originate. 3. The approach and postural responses elicited by electrical cues resemble those observed when two fish, placed in the same tank, interact socially. 4. Electrical cues therefore appear to facilitate certain social interactions in Gymnotus carapo. 5. The character of electrical emission in Gymnotus carapo appears to change as a function of certain social interaction: a. Interaction resembling aggression is accompanied by brief increases in the frequency of emission. b. The increases in frequency appear to be linked to thrusting movements. c. Fish interacting with one another appear to lock into a common frequency more often than fish that are not in physical contact with one another. d. During social interaction, one of the two fish is occasionally observed to halt emissions altogether. 6. The exact significance of the social behavior observed in the context of the life history of Gymnotus carapo is unknown.

Spam Detection on Social Media Using Semantic Convolutional Neural Network

2018 ◽  
Vol 8 (1) ◽  
pp. 12-26 ◽  
Author(s):  
Gauri Jain ◽  
Manisha Sharma ◽  
Basant Agarwal
Keyword(s):  
Neural Network ◽  
Social Media ◽  
Convolutional Neural Network ◽  
State Of The Art ◽  
Spam Detection ◽  
Learning Technology ◽  
The Social ◽  
Social Media Text ◽  
Current Article ◽  
Semantic Layer

This article describes how spam detection in the social media text is becoming increasing important because of the exponential increase in the spam volume over the network. It is challenging, especially in case of text within the limited number of characters. Effective spam detection requires more number of efficient features to be learned. In the current article, the use of a deep learning technology known as a convolutional neural network (CNN) is proposed for spam detection with an added semantic layer on the top of it. The resultant model is known as a semantic convolutional neural network (SCNN). A semantic layer is composed of training the random word vectors with the help of Word2vec to get the semantically enriched word embedding. WordNet and ConceptNet are used to find the word similar to a given word, in case it is missing in the word2vec. The architecture is evaluated on two corpora: SMS Spam dataset (UCI repository) and Twitter dataset (Tweets scrapped from public live tweets). The authors' approach outperforms the-state-of-the-art results with 98.65% accuracy on SMS spam dataset and 94.40% accuracy on Twitter dataset.

scholarly journals #ODU2ODU: Testing the Benefits of a Partnership Between Sport Management Classrooms

2020 ◽  
Vol 1 ◽  
pp. 18-35
Author(s):  
Brendan O'Hallarn ◽  
James Strode
Keyword(s):  
Social Media ◽  
Survey Data ◽  
Real World ◽  
Sport Management ◽  
Media Use ◽  
Academic Research ◽  
Perceived Benefits ◽  
Media Technologies ◽  
Social Media Site ◽  
The Social

As sport management pedagogy has evolved, an effort has been made to incorporate popular and innovative social media technologies into classroom instruction. Academic research has suggested how the technology can be utilized to provide real-world skills for students and develop proficiencies in an area where many sport management graduates find employment. Notable among the recommendations about social media use by sport management scholars is a lack of research testing the efficacy of these tools in improving curricula. The current study relied on the recommendations of Sanderson and Browning (2015) to use the social media site Twitter to create online partnerships, testing the perceived benefits of such an arrangement through end-of-semester surveys with student participants. While the survey data show a true partnership may be difficult to realize—particularly during a single semester—the benefits of such an assignment were clearly articulated.

scholarly journals The Emotional Lexicon Used by Male and Female Communication: Study of Balinese Language Used in South Kuta-Bali

2020 ◽  
Vol 3 (2) ◽  
pp. 364-372
Author(s):  
I Gusti Ayu Vina Widiadnya Putri ◽  
I Dewa Ayu Devi Maharani Santika
Keyword(s):  
Social Interaction ◽  
Social Behavior ◽  
Social Interactions ◽  
Qualitative Method ◽  
The Other ◽  
Male And Female ◽  
The Social ◽  
Data Source ◽  
Emotional Lexicon ◽  
Communication Study

The aims of this research is to analyse about the differences of emotional lexicon used by male and female communication in South Kuta-Bali when they used Balinese language in their daily interaction.  The scope of male and female is closely related to the social behavior which includes the social identity of male and female in society and this becomes the basis of how the language is used in this context of social. This research is interested to uncover more how people use language in terms of expressing their emotional in social interaction. This study is a sociolinguistic approach used the theory from Hickey, Raymon (2010). The data source in this study is the south Kuta community who use Balinese language in social interactions. The Data collection is done by observation, interview, recording and note taking and descriptive qualitative method is applied to analyze the data. The result of the analysis found that the emotional lexical is used by the male and female in their social interaction, it could mention that both Augmentatives and Euphemisms is used by male and female in their social interaction however the augmentative is mostly used by female in informal occasion. Balinese female often used prohibition instead of imperative in expressing her idea about ordering someone to do something. In the other hand, the male directly used imperative sentence in ordering something. He usually does not use many awkwardness to say his point in a conversation. This may be considered that the male often go to the straight point when expressing his idea. Keywords: Emotional Lexicon, Male and Female

scholarly journals Peran Media Sosial Instagram dalam Membangun Kesadaran berdonasi di Lazis Darul Hikam

2021 ◽  
Vol 15 (1) ◽  
pp. 22-41
Author(s):  
Ditha Nurul Fazrin ◽  
Iwan Sukoco
Keyword(s):  
Social Media ◽  
Social Interaction ◽  
Qualitative Method ◽  
Symbolic Interaction ◽  
Interaction Theory ◽  
Institutional Interaction ◽  
Active User ◽  
The Social ◽  
Symbolic Interaction Theory

This study aims to determine the social interaction of Lazis Darul Hikam and the community through Instagram social media and to find out the role of social media Instagram in building awareness of donation in Lazis Darul Hikam. The research uses symbolic interaction theory to photograph how people interact using social media, define the meaning of the symbols conveyed and ultimately lead to actions in this case giving donations. The method used is a qualitative method, the donor Lazis Darul Hikam, an active user of Instagram, is an informant in this study. The results showed that social media has the following roles: (1) Instagram is a medium for inter-institutional interaction with the community to introduce programs and reporting media, (2) Instagram social media is also able to build awareness of donations by collecting funds obtained through social media.AbstrakPenelitian ini bertujuan untuk mengetahui interaksi sosial Lazis Darul Hikam dan masyarakat melalui media sosial Instagram serta untuk mengetahui peran media sosial Instagram membangun kesadaran berdonasi di Lazis Darul Hikam.  Penelitian menggunakan teori interaksi simbolik untuk memotret bagaimana masyarakat berinteraksi menggunakan media sosial, mendefinisikan makna dari simbol-simbol yang disampaikan dan akhirnya bermuara pada perbuatan dalam hal ini memberikan donasi. Metode yang digunakan adalah metode kualitatif, donatur Lazis Darul Hikam pengguna aktif Instagram menjadi informan dalam penelitian ini. Hasil penelitian didapatkan bahwa media sosial memiliki peran sebagai berikut: (1) Instagram menjadi media untuk berinteraksi antar lembaga dengan masyarakat untuk memperkenalkan program dan media pelaporan, (2) Media sosial Instagram juga mampu membangun kesadaran berdonasi dengan terkumpulnya dana yang didapatkan melalui media sosial

scholarly journals SOCIAL INTERACTION AND ACADEMIC PERFORMANCE OF DEAF AND HARD OF HEARING STUDENTS IN CEBU CITY, PHILIPPINES

2021 ◽  
Vol 7 (4) ◽  
Author(s):  
Janine Joy L. Tenerife ◽  
Emerson D. Peteros ◽  
Susana D. Manreal ◽  
Lilibeth C. Pinili ◽  
John V. de Vera ◽  
...  
Keyword(s):  
Academic Performance ◽  
Social Interaction ◽  
Social Interactions ◽  
Hard Of Hearing ◽  
School Administrators ◽  
Family Members ◽  
Survey Questionnaire ◽  
Significant Relationships ◽  
The Social ◽  
School For The Deaf

<p>This research assessed the social interaction and the academic performance of the deaf and hard of hearing students in a school for the deaf in Cebu City, Philippines. There were 49 respondents who were assessed in terms of their social interaction and academic performance. A survey questionnaire was used to assess the level of their social interaction and their grades were used to measure their academic performance. Data gathered were treated statistically using descriptive and inferential statistics. Results showed that the respondents had an average age of 19.5 years old that are deaf with 3 to 4 siblings. The respondents had high social interaction with their teachers and peers but had moderate social interaction with their family members and very low social interaction with the hearing students. They perform satisfactorily in school. There were significant relationships between their interaction with their family members and the hearing students. Thus, school administrators are encouraged to design programs that would improve the social interactions of the deaf and hard of hearing students within the school community and at home. </p><p> </p><p><strong> Article visualizations:</strong></p><p><img src="/-counters-/edu_01/0970/a.php" alt="Hit counter" /></p>

scholarly journals Is There a “Right” Side of Communicating Friendship? Lateralization of Social Interactions in Zoo Barbary macaques (Macaca sylvanus)

Animals ◽  
2021 ◽  
Vol 11 (11) ◽  
pp. 3288
Author(s):  
Marzia Baldachini ◽  
Barbara Regaiolli ◽  
Miquel Llorente ◽  
David Riba ◽  
Caterina Spiezio
Keyword(s):  
Social Interaction ◽  
Social Interactions ◽  
Group Level ◽  
Social Ranking ◽  
Macaca Sylvanus ◽  
Barbary Macaques ◽  
Focal Animal ◽  
The Social ◽  
Side Preference ◽  
The Right

Social laterality in non-human primates has started to attract attention in recent years. The positioning of individuals during social interactions could possibly suggest the nature of a relationship and the social ranking of the subjects involved. The subjects of the present study were 12 adult Barbary macaques (Macaca sylvanus) housed in a zoological garden. We carried out fourteen 210-min video-recorded sessions and we used a focal animal sampling method to collect the position of the subjects during different social interactions. Data on the position of each macaque during three types of social interactions were collected (approach, proximity and affiliative contacts). Moreover, we focused on the outcomes of dyadic agonistic encounters to build the hierarchy of the colony. For each social interaction, two conditions were considered: the side preference (being kept on the left or on the right) and the sagittal preference (being kept in front or on the rear). Bouts of preference of different positions were collected for different social interactions (approach, proximity and contacts). No group-level side preferences were found for any social interaction, suggesting that both hemispheres might be complemental and balance each other during intraspecific communication. For the sagittal preference, we found a group-level bias for proximity, with macaques being kept in front rather than on the rear by close conspecifics. This might be due to the need to detect emotions and intentions of conspecifics. Moreover, high-ranking individuals are kept more frontally than on the rear when in proximity with other macaques. More studies are needed to better investigate social laterality, possibly distinguishing more categories of social interaction, and detecting other variables that might influence the positioning preferences.

scholarly journals GELIAT INTERAKSI SOSIAL DOKTER MASA KINI MELALUI MEDIA SOSIAL INSTAGRAM

2019 ◽  
Vol 5 (02) ◽  
pp. 121
Author(s):  
Apnizar Sapoetri ◽  
Sri Tunggul Pannindriya
Keyword(s):  
Social Media ◽  
Social Interaction ◽  
Social Interactions ◽  
Code Of Ethics ◽  
Codes Of Ethics ◽  
Research Data ◽  
Primary Data ◽  
Interactive Analysis ◽  
Professional Codes ◽  
Use Of Social Media

<p>ABSTRACT</p><p>Social media as a means of building social interaction for doctors. However, the use of social media sometimes violates doctors' professional codes of ethics for personal gain. The purpose of this study was to determine the use of social media Instagram by doctors in conducting social interactions and determine the suitability of doctors in using social media with the code of ethics of the doctor's profession. This type of research is descriptive qualitative. The research data are primary data obtained through interviews with research sources consisting of medical ethics experts, doctors who use social media Instagram, and patients who are followers of the doctor's Instagram account. Data analysis uses interactive analysis of Miles and Huberman The conclusion of the study states that, in practice, the use of Instagram social media by doctors in building social interactions with patients/community is still contains elements of promotion, therefore, it can be declared that the use of Instagram social media is still not in accordance with the professional code of ethics of the doctor.</p><p>Keywords; Doctor; Instagram; Social Interaction; Social Media.</p><p>ABSTRAK</p><p>Media sosial sebagai sarana membangun interaksi sosial di kalangan dokter terkadang digunakan dengan cara yang menyalahi kode etik profesional dokter untuk keuntungan pribadi. Tujuan penelitian ini adalah untuk mengetahui penggunaan media sosial instagram oleh dokter dalam melakukan interaksi sosial dan mengetahui kesesuaian dokter dalam menggunakan media sosial dengan kode etik profesi dokter. Jenis penelitian ini adalah deskriptif kualitatif. Data penelitian berupa data primer yang diperoleh melalui wawancara terhadap narasumber penelitian yang terdiri dari ahli kode etik kedokteran, dokter pengguna media sosial Instagram, dan pasien yang menjadi pengikut akun Instagram dokter tersebut. Analisis data menggunakan teknik analisis interaktif Miles dan Huberman. Kesimpulan penelitian menyatakan bahwa penggunaan media sosial Instagram oleh dokter dalam membangun interaksi sosial dengan pasien/masyarakat luas pada praktiknya masih mengandung unsur promosi, sehingga dapat dinyatakan masih belum sesuai dengan kode etik profesi dokter.</p><p>Kata Kunci; Dokter; Instagram; Interaksi Sosial; Media Sosial.</p>

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