ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 7.97 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
IJCRT Journal front page | IJCRT Journal Back Page |
Paper Title: CLASSIFICATION OF FOOD GROUPS: AN AYURVEDIC AND CONTEMPORARY OVERVIEW
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109037
Register Paper ID - 211515
Title: CLASSIFICATION OF FOOD GROUPS: AN AYURVEDIC AND CONTEMPORARY OVERVIEW
Author Name(s): Dr reetesh kumar verma, Dr Jinesh Kumar Jain, Dr OP Dwivedi, Dr pawan Kr Vishwakarma, Dr Rashmi Sharma
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a290-a298
Year: September 2021
Downloads: 861
The edible items consumed by humans come from variety of sources hence there is a need to classify these food items in different classes to ease their scientific description, easy prescription and better planning of balanced diet for population. Food groups refer to a method of classification for the various foods that animals consume in their everyday lives, based on the nutritional properties of these types of foods and their location in a hierarchy of nutrition. There are various systems of dividing foods into groups to develop models of optimum nutrition for humans. The classification found in Ayurvedic texts is in much more detail comprising of many new food items which although edible are no longer classified as different class of foods. All the needed nutrients for our body are supplied by different foods class described in ancient texts, which is one of the main aim of classification of food items.
Licence: creative commons attribution 4.0
Diet, Food groups, Ayurveda, aharavarga, nutrition
Paper Title: IMPACT OF TECHNOLOGY IN PROJECT MANAGEMENT
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109036
Register Paper ID - 211521
Title: IMPACT OF TECHNOLOGY IN PROJECT MANAGEMENT
Author Name(s): Rajeev Ramesh Joshi, Prof. Kavita Kalyandugrmath
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a278-a289
Year: September 2021
Downloads: 1126
Business processes and execution strategies are impacted by technology; project management is no exception. In the context of project management, technology tools are utilized regularly for collaboration, communication, Scheduling, budget management risk and mitigation techniques. Technology is helping project managers in the smoother operations and increased productivity. This paper discusses the role of technology in project life cycle and performance. Research analyze the usage of technology and tools by project managers and project team in the organization. The findings exhibit that companies were underutilizing the technologies in the project execution and management. Critical tools and technologies for successful project execution are recommended. the significance of technology in improving project member decision-making is addressed.
Licence: creative commons attribution 4.0
Information Technology, Team Communication, Project Management
Paper Title: INTRODUCING NEW ENTITY OF ARTIFACT IN VISUAL FILED AFTER COVID 19
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109035
Register Paper ID - 211487
Title: INTRODUCING NEW ENTITY OF ARTIFACT IN VISUAL FILED AFTER COVID 19
Author Name(s): Sweety Sharma, Debarati Ghosh, Saptarshi Mukherjee
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a273-a277
Year: September 2021
Downloads: 780
Licence: creative commons attribution 4.0
SITA- Swedish Interactive Threshold Algorithm
Paper Title: DEMOCRACY AND WOMEN REPRESENTATION IN INDIAN POLITICS: A FEMINIST PERSPECTIVE
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109034
Register Paper ID - 211460
Title: DEMOCRACY AND WOMEN REPRESENTATION IN INDIAN POLITICS: A FEMINIST PERSPECTIVE
Author Name(s): Dr Neena Shireesh
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a259-a272
Year: September 2021
Downloads: 933
Licence: creative commons attribution 4.0
Democracy, Gender Equality, Gender Justice, Political Rights, Representation
Paper Title: COMPARATIVE STUDY OF HERBAL ANTIDEPRRESENT OVER THE MODERN MEDICINE
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109033
Register Paper ID - 211525
Title: COMPARATIVE STUDY OF HERBAL ANTIDEPRRESENT OVER THE MODERN MEDICINE
Author Name(s): Sainath Rajendra Bawake
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a234-a258
Year: September 2021
Downloads: 790
A mental health disorder characterized by persistently depressed mood or loss of interest in activities, causing significant impairment in daily life. Possible causes include a combination of biological, psychological and social sources of distress. Increasingly, research suggests that these factors may cause changes in brain function, including altered activity of certain neural circuits in the brain. This is the most common in the India because more than 10 million cases per year are observed here.
Licence: creative commons attribution 4.0
Efficacy, safety, quality control, marketing and regulatory guidelines for herbal medicines (phototherapeutic agents) and Antidepressants.
Paper Title: COMPARISON BETWEEN GENOTYPE MTBDRSL VER 2.0 ASSAY AND PHENOTYPIC METHOD ON RIFAMPICIN RESISTANT MYCOBACTERIUM TUBERCULOSIS
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109032
Register Paper ID - 211522
Title: COMPARISON BETWEEN GENOTYPE MTBDRSL VER 2.0 ASSAY AND PHENOTYPIC METHOD ON RIFAMPICIN RESISTANT MYCOBACTERIUM TUBERCULOSIS
Author Name(s): Febriana Aquaresta, Eddy Bagus Wasito, Eko Budi Koendhori
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a223-a233
Year: September 2021
Downloads: 792
Objective: Multi-drug resistance tuberculosis remains a crisis and threats to world health. Line Probe Assay is a molecular techniques for rapid diagnosis of second line drugs MDR-TB. But there is less sufficient information on the clinical viability of this test and a lack of evidence in the diagnosis of MDR-TB use of this Line Probe Assay technique in Indonesia. The aim of this study is to determine performance of line probe assay GenoType MTBDRsl VER 2.0 assay on rifampicin-resistance Mycobacterium tuberculosis isolates compared with phenotypic Lowenstein Jensen drug susceptibility test method (DST) as a gold standard. Methods : This research was used cross sectional study with analytic observational approach from January- June 2020. After being examine with Xpert MTB/RIF, a total of 26 rifampicin resistance Mycobacterium tuberculosis isolates were collected and tested with GenoType MTBDRsl VER 2.0 assay and phenotypic Drug Susceptibility Test (DST). Statistic analysis were performed to determine sensitivity, specificity, PPV, NPV and accuracy of second line tuberculosis drugs. Results: Our study found three fluoroquinolone resistant Mycobacterium tuberculosis isolates (11.5%) and one amikacin resistant Mycobacterium tuberculosis isolate (3,8%). The performance of GenoType MTBDRsl VER 2.0 assay is shown 100 % (95% CI 84,6-100 % ) sensitivity, 100% (95% CI 39,8-100 %) specificity, 100% (95% CI %) PPV, 100% (95% CI %) NPV and 100% (95% CI 86,8-100 %) accuracy. Conclusion: GenoType MTBDRsl VER 2.0 assay showed a high performance compared with phenotypic method to determine resistance of fluoroquinolone and Second Line Injectable Drugs.
Licence: creative commons attribution 4.0
Line Probe Assay, GenoType MTBDRsl ver 2.0, Drug Susceptibility Test, MDR-TB, Second Line Injectable Drugs
Paper Title: IMPORTANCE OF DIGITAL LIBRARIES IN DISTANCE EDUCATION IN INDIA
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109031
Register Paper ID - 211477
Title: IMPORTANCE OF DIGITAL LIBRARIES IN DISTANCE EDUCATION IN INDIA
Author Name(s): Soni Kumari Gupta
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a214-a222
Year: September 2021
Downloads: 790
Open and distance learning is one of the most rapidly growing fields of education, and its potential impact on all education systems has been greatly appreciated through the development of Internet-based information technologies, particular the World Wide Web and Digital Libraries in India. Digital libraries play a crucial role in the development of distance education system and distance learning in India. Nowadays, they are one of the fundamental information sources for the students who enrolled in this learning system. Digital libraries contain huge amount of instructional data (text, audio and video) offered by the distance learning program. Organization of the digital libraries is therefore very important for easy and fast access to the desired information. Improper categorization of data may mislead the students searching the library. The digital libraries have got a significant role to play to assist effective e-learning process. Effective learning is having advantages in delivering the right content to the right person at the right time. Development of distance education system is only possible by the digital libraries in India. This paper discusses the development of distance education, need and importance of e- learning and the role of digital libraries in distance education and E-learning process also.
Licence: creative commons attribution 4.0
Digital libraries, Distance Education, E-learning process.
Paper Title: DIFFERENCES PRE-OPERATIVE BONE GAP WATER VALUE BETWEEN INTACT AND DESTRUCTIVE OSSICULAR CHAINS IN PATIENTS WITH CHRONIC SUPPURATIVE OTITIS MEDIA WITHOUT COLESTEATOMA
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109030
Register Paper ID - 211492
Title: DIFFERENCES PRE-OPERATIVE BONE GAP WATER VALUE BETWEEN INTACT AND DESTRUCTIVE OSSICULAR CHAINS IN PATIENTS WITH CHRONIC SUPPURATIVE OTITIS MEDIA WITHOUT COLESTEATOMA
Author Name(s): Dr. Fira Sofia, Sp.THTKL, Dr. Sofia Tiarini, Sp.THTKL
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a209-a213
Year: September 2021
Downloads: 779
Abstract: Chronic suppurative otitis media (CSOM), is defined as chronic inflammation of the middle ear and mastoid cavity, which is characterized by recurrent ear discharge or otorrhoea through perforation of the tympanic membrane. The purpose of this study was to prove that there was a difference in ABG values between intact and destroyed ossicular chains in CSOM patients without cholesteatoma. The type of research used is analytic observational with a cross sectional research design. Data obtained from secondary data in the form of medical records at URJ ENT-KL Otology division of RSUD Dr. Soetomo. The ABG value was obtained through a pure tone audiometry examination carried out at the URJ ENT-KL neuro-otology division by competent personnel. Pathology of the tympanic cavity was found in the form of granulation tissue in 60 patients (73.2%) without granulation in 22 patients (26.8%). Based on the type of perforation, central perforation was found in 26 patients (31.7%), sub-total perforation in 34 patients (41.5%) and total perforation in 22 patients (26.8%). Intact ossicular chains were found in 62 patients (75.6%) while destruction in 20 patients (24.4%). Based on the results of the independent t test, the value of p = 0.002 was obtained. There is a significant difference in the value of the air bone gap between intact ossicular chains and destruction in CSOM patients without cholesteatoma at a frequency of 500, 1000 and 4000 Hz but there is no difference at a frequency of 1000 Hz.
Licence: creative commons attribution 4.0
Bone Gap Water, Destructive osicular, Supurative otitis media
Paper Title: DEPRESSION DETECTION USING NATURAL LANGUAGE PROCESSING
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109029
Register Paper ID - 207864
Title: DEPRESSION DETECTION USING NATURAL LANGUAGE PROCESSING
Author Name(s): Saahil Afaq, Dr. Blessed Prince
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a203-a208
Year: September 2021
Downloads: 1405
Natural Language Processing is a field of Artificial Intelligence where-in the emphasis is given on words. NLP has also played a prominent role in healthcare industries by helping with records, recommending medicines by seeing the ailment, therapeutic chatbots etc. Aiming to help the mentally ill by making use of NLP based architectures combined with attention mechanism. We propose a chatbot build upon a hybrid model. Our proposed hybrid model mainly focuses on the key words from user input which the model can extract the most information from, then predicting an answer based on the key words. Several experiments are carried out and detailed results are recorded. Our paper focuses on helping the less able people in terms of money, time etc.to get mental help free of charge.
Licence: creative commons attribution 4.0
Depression, NLP, Attention, Chatbot, Deep Neural Network (DNN), Architecture
Paper Title: THE EFFECT OF DIFFERENT GEOGRAPHICAL CONDITIONS ON SELECTED ANTHROPOMETRIC CHARACTERISTICS OF BADMINTON PLAYERS
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109028
Register Paper ID - 211531
Title: THE EFFECT OF DIFFERENT GEOGRAPHICAL CONDITIONS ON SELECTED ANTHROPOMETRIC CHARACTERISTICS OF BADMINTON PLAYERS
Author Name(s): Dr. Divesh Chaudhary
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a196-a202
Year: September 2021
Downloads: 767
Licence: creative commons attribution 4.0
Keywords: Geographical Conditions, Anthropometric, Badminton, Players
Paper Title: GLOBALISATION AND ITS IMPACT ON SMALL SCALE INDUSTRIES IN INDIA: BRIGHT AND DARK SPOTS
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109027
Register Paper ID - 211532
Title: GLOBALISATION AND ITS IMPACT ON SMALL SCALE INDUSTRIES IN INDIA: BRIGHT AND DARK SPOTS
Author Name(s): Dr. A. Venkatesham
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a184-a195
Year: September 2021
Downloads: 1009
Licence: creative commons attribution 4.0
Globalization, Small Scale Industries (SSI), Employment, etc.
Paper Title: FORMULATION AND EVALUATION OF POLY HERBAL GRANULES AS DIETARY SUPPLEMENT
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109026
Register Paper ID - 211505
Title: FORMULATION AND EVALUATION OF POLY HERBAL GRANULES AS DIETARY SUPPLEMENT
Author Name(s): Prachi N Dighe, Ganesh N Kardile, Vishal L Khilari, Rutuja A Shinde
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a171-a183
Year: September 2021
Downloads: 866
The present research work is based on the formulation of poly herbal granules by incorporating the leaves extract of Curcuma longa, Tinospora cordifolia and Withania somnifera. The turmeric widely uses this plant for treatment of various diseases and disorder. The dried leaves powder of the plant was extracted and subjected to preliminary chemical tests. Then it was formulated and then evaluated for various parameters like angle of repose, bulk density, tab. Density, disintegration time and stability studies. The preliminary chemical studies show that the extract contains carbohydrate, alkaloids, flavonoid, glycoside and protein. The formulated poly herbal granules exhibited excellent flow properties which showed good angle of repose, bulk density and tapped density.
Licence: creative commons attribution 4.0
Curcuma longa, Tinospora cordifolia, Withania somnifera, poly herbal granules
Paper Title: INDIAN POLICE & ICT: AN EXPLORATORY INSIGHT
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109025
Register Paper ID - 211507
Title: INDIAN POLICE & ICT: AN EXPLORATORY INSIGHT
Author Name(s): Dr. Samrat Datta, Aindrila Bag
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a163-a170
Year: September 2021
Downloads: 887
The police organisation is an essential requirement of any civilised democracy. Police is considered as the watchdog of the society and also a limb of the criminal justice organisation entrusted with the task of maintaining peace and harmony. However, it must be noted that the Indian Police lacks the necessary infrastructure for crime detection. Police in India is always subjected to public scrutiny. It is this continuous struggle for building a better image that has led the police to change their traditional and stigmatised outlook and has become innovative in both investigation and the process of policing as a whole. The world witnessed a rapid change in twentieth century with the introduction of digitalisation of the country. The introduction of Information and Communication Technologies (ICTs) have greatly changed the public viewpoint and the symbiotic relationship between the police and the world at large has catered to various reforms in policing with the help of ICTs. Information Technology has improved the effectiveness and efficiency of the police at large and the capacity to process data. The intelligence and investigative capabilities have been increased to such an extent that criminal records are easily accessible, databases have been created to track criminals and the traditional methods of crime charts have been replaced by modern methods of crime detection. ICT has become the need of the hour in the globalised world today. Indeed, it is one of the most effective tools to detect the global pandemic of cyber-crimes and the police today being equipped with various ICTs are making it a point to look into the various possible solutions and tackle such menaces. Indian Police has restored to proactive policing and therefore the means to incorporate these tools in crime detection has indeed become a pertinent cause to detect crimes. The paper seeks to give an insight into the task of policing as a whole along with the development of a police force for the betterment of the nation.
Licence: creative commons attribution 4.0
Police, Policing, Technology, Crime, Detection
Paper Title: OUTCOME TRANSCATETHER PATENT DUCTUS ARTERIOSUS CLOSURE IN CHILDREN
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109024
Register Paper ID - 211504
Title: OUTCOME TRANSCATETHER PATENT DUCTUS ARTERIOSUS CLOSURE IN CHILDREN
Author Name(s): Tri Rachmadijanto, Mahrus Abdur Rahman, I Ketut Alit Utamayasa, Taufiq Hidayat
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a155-a162
Year: September 2021
Downloads: 792
Licence: creative commons attribution 4.0
Transcatether closure, PDA, ADO I, ADO II, Nit-Occlude, MFO
Paper Title: RETAINED PRODUCT OF CONCEPTION IN PLACENTA ACCRETA CASE SERIES
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109023
Register Paper ID - 211511
Title: RETAINED PRODUCT OF CONCEPTION IN PLACENTA ACCRETA CASE SERIES
Author Name(s): Ana Puji Rahayu, Agus Sulistyono, Grace Ariani
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a151-a154
Year: September 2021
Downloads: 788
Background : Retained Product of Conception (RPOC) with placenta accreta is one of morbidity causes due to delay in diagnosis. Objective : To diagnose RPOC with placenta accreta. Material and Method : Medical records of six RPOC patients with placenta accreta from January 2017 to February 2021 in dr. Soetomo Hospital Surabaya were included in this retrospective observational study. Results : Six cases RPOC with placenta accreta showed that the most common complaint was vaginal bleeding with risk factor of previous cesarean delivery. The ultrasound findings in all cases were hyperechoic masses with intraplacental hypervascularity, subplacental hypervascularity and inseparable cotyledon. Conclusion: Post-partum haemorrhage (PPH) with history of previous cesarean section and ultrasonographic examination findings intrauterine mass, intraplacental hypervascularity, subplacental hypervascularity, inseparable cotyledons can be diagnosed as RPOC with placenta accreta.
Licence: creative commons attribution 4.0
Retained product of conception, placenta accreta, post-partum haemorrhage
Paper Title: CHARACTERISTIC OF THIRD- AND FOURTH-DEGREE PERINEAL RUPTURE CASES AT DR. SOETOMO GENERAL HOSPITAL FROM 2017 TO 2019
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109022
Register Paper ID - 211516
Title: CHARACTERISTIC OF THIRD- AND FOURTH-DEGREE PERINEAL RUPTURE CASES AT DR. SOETOMO GENERAL HOSPITAL FROM 2017 TO 2019
Author Name(s): Eko Santoso, Tri Hastono S. Hadi
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a146-a150
Year: September 2021
Downloads: 789
Abstract: Objective: To determine the characteristic of third- and fourth-degree perineal rupture cases after vaginal delivery at Dr. Soetomo General Hospital, Surabaya. Methods: This is a descriptive study using all data of the third- and fourth-degree perineal rupture from 2017 to 2019 in Emergency Department and Outpatient Department of Urogynecology with total 30 patients. The data are secondary data obtained from the Electronic Medical Record (EMR) database of urogynecology department. The inclusion criteria are a singleton vaginal delivery at term gestational age. All deliveries outside the inclusion criteria and cases of perineal rupture caused by traffic accidents or incomplete EMR data were excluded. Variables were obtained based on the declared data needed in this study. Appropriate statistical analysis was conducted. Results: The highest incidence of severe perineal rupture at the age of 20 - 34 years as many as 23 patients (77%), primigravida consisted of 18 patients (60%), birth weight >3000-3500g 17 patients (56.7%), obesity class I as many as 10 patients (33.3%), patients with a history of labor with episiotomy were 25 patients (83%), births assisted by midwives were 18 patients (60%) and delivered outside DR. Soetomo General Hospital were 25 patients (83.3%). The results of therapy showed a cure rate in 26 patients (87%). Conclusion: Our results are consistent with several references, which are young mothers, primigravida, and fetal weight as a risk factor for severe perineal rupture. Further investigation is needed regarding BMI and episiotomy as risk factors of severe perineal rupture.
Licence: creative commons attribution 4.0
Keywords: anal sphincter injury, perineal rupture, vaginal delivery.
Paper Title: TRIPLE ELIMINATION PROGRAM FOR PREGNANT WOMEN AT A TERTIARY HOSPITAL IN SURABAYA, INDONESIA
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109021
Register Paper ID - 211512
Title: TRIPLE ELIMINATION PROGRAM FOR PREGNANT WOMEN AT A TERTIARY HOSPITAL IN SURABAYA, INDONESIA
Author Name(s): Herwinda Geraldine, Budi Prasetyo
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a141-a145
Year: September 2021
Downloads: 804
Licence: creative commons attribution 4.0
pregnancy, HIV, syphillis, hepatitis B
Paper Title: SECTARIANISM AND HUMAN RIGHTS VIOLATION IN GILGIT BALTISTAN
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109020
Register Paper ID - 211497
Title: SECTARIANISM AND HUMAN RIGHTS VIOLATION IN GILGIT BALTISTAN
Author Name(s): MAHENDER SINGH
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a134-a140
Year: September 2021
Downloads: 819
Gilgit Baltistan (G-B) was a part of the Jammu and Kashmir province, which with the merger of India, legally became an integral part of the Indian Republic. But since 1947, G-B has been illegally under the control of Pakistan. The sectarian conflict and human rights violation in the G-B region by Pakistan has continuously been going on for the last six decades. Though Pakistan has been consuming the natural resources of the region to serve its economic interests, it has excluded the people of the region from any constitutional, political and economic rights. The government of Pakistan and its army has promoted sectarianism in Gilgit Baltistan, and at the same time, the Government has tried to depress the voice of the people of the region and has not allowed it to be exposed on the world stage, which has been going on continuously till date. By looking at all the above points, the research paper attempts to explain Pakistan's human rights violations and sectarian conflict in the G-B region
Licence: creative commons attribution 4.0
Gilgit Baltistan, Sectarian conflict, Jammu and Kashmir, Human Rights.
Paper Title: THE IMPACT OF CELEBRITY ENDORSEMENTS ON CONSUMER BEHAVIOR IN INDIA
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109019
Register Paper ID - 211494
Title: THE IMPACT OF CELEBRITY ENDORSEMENTS ON CONSUMER BEHAVIOR IN INDIA
Author Name(s): Dhriti Jain, Anupama Menon, Aleena Kadri
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a126-a133
Year: September 2021
Downloads: 875
Licence: creative commons attribution 4.0
Celebrity, Endorsements, Consumer, Influencers, Brand Marketing
Paper Title: DRIVER DROWSINESS DETECTION USING MACHINE LEARNING
Publisher Journal Name: IJCRT
Published Paper ID: - IJCRT2109018
Register Paper ID - 211495
Title: DRIVER DROWSINESS DETECTION USING MACHINE LEARNING
Author Name(s): Prabal Gupta, Dr. Devesh Katiyar, Mr. Gaurav Goel
Publisher Journal name: IJCRT
Volume: 9
Issue: 9
Pages: a118-a125
Year: September 2021
Downloads: 826
This article provides an overview of results based on sleepy driver behaviour using machine learning techniques. Faces contain information that can be used to interpret levels of sadness. There are many facial features that can be extracted from a face to infer sleepiness. These include blinking, head movement, and yawning. However, developing a sleepiness detection system that provides reliable and accurate results is challenging as it requires algorithms. In the past, methods of detecting drowsy drivers have been tested. Methods, including reference vector machines, complex neural networks and hidden Markov models in the context of drowsiness detection. In addition, meta-analysis was performed on 25 documents using machine learning methods to detect drowsiness. This method is a most widely used method for detecting drowsiness, but the aggregate neural network performs better when compared to the other two methods. Finally, this document lists publicly available datasets that can be used as a standard for drowsiness detection.
Licence: creative commons attribution 4.0
Drowsiness Detection, SVM, CNN, HMM, E.A.R., dlib, EEG. EOG, ECG.
The International Journal of Creative Research Thoughts (IJCRT) aims to explore advances in research pertaining to applied, theoretical and experimental Technological studies. The goal is to promote scientific information interchange between researchers, developers, engineers, students, and practitioners working in and around the world.
Indexing In Google Scholar, ResearcherID Thomson Reuters, Mendeley : reference manager, Academia.edu, arXiv.org, Research Gate, CiteSeerX, DocStoc, ISSUU, Scribd, and many more International Journal of Creative Research Thoughts (IJCRT) ISSN: 2320-2882 | Impact Factor: 7.97 | 7.97 impact factor and ISSN Approved. Provide DOI and Hard copy of Certificate. Low Open Access Processing Charges. 1500 INR for Indian author & 55$ for foreign International author. Call For Paper (Volume 12 | Issue 4 | Month- April 2024)