Subjects -> SOCIAL SCIENCES (Total: 1664 journals)
    - BIRTH CONTROL (22 journals)
    - CHILDREN AND YOUTH (262 journals)
    - FOLKLORE (30 journals)
    - MATRIMONY (16 journals)
    - MEN'S INTERESTS (16 journals)
    - MEN'S STUDIES (90 journals)
    - SEXUALITY (56 journals)
    - SOCIAL SCIENCES (953 journals)
    - WOMEN'S INTERESTS (44 journals)
    - WOMEN'S STUDIES (175 journals)

SOCIAL SCIENCES (953 journals)            First | 1 2 3 4 5     

Showing 201 - 136 of 136 Journals sorted alphabetically
Drustvena istrazivanja     Open Access  
Društvene i Humanističke Studije     Open Access  
Du Bois Review: Social Science Research on Race     Full-text available via subscription   (Followers: 11)
Dynamics of Asymmetric Conflict: Pathways toward terrorism and genocide     Hybrid Journal   (Followers: 12)
E-Dimas : Jurnal Pengabdian Kepada Masyarakat     Open Access  
e-Hum : Revista das Áreas de Humanidade do Centro Universitário de Belo Horizonte     Open Access  
E-Journal of Cultural Studies     Open Access   (Followers: 1)
E-l@tina : Revista Electrónica de Estudios Latinoamericanos     Open Access  
Eastern Africa Social Science Research Review     Full-text available via subscription   (Followers: 5)
Eat, Sleep, Work     Open Access   (Followers: 1)
EAU Heritage Journal Social Science and Humanities     Open Access   (Followers: 1)
Economic and Regional Studies / Studia Ekonomiczne i Regionalne     Open Access  
Économie et Solidarités     Open Access   (Followers: 2)
Educación, Lenguaje y Sociedad     Open Access  
Education, Business and Society : Contemporary Middle Eastern Issues     Hybrid Journal   (Followers: 1)
EFB Bioeconomy Journal     Open Access  
Égypte - Monde arabe     Open Access   (Followers: 4)
Éire-Ireland     Full-text available via subscription   (Followers: 9)
Ejovoc (Electronic Journal of Vocational Colleges)     Open Access  
El Ágora USB     Open Access  
Electoral Studies     Hybrid Journal   (Followers: 44)
Elektronik Sosyal Bilimler Dergisi / Electronic Journal of Social Sciences     Open Access  
Emotions : History, Culture, Society     Full-text available via subscription  
Émulations : Revue de sciences sociales     Open Access  
Encuentros : Revista de Ciencias Humanas, Teoría Social y Pensamiento Crítico     Open Access  
Encuentros Multidisciplinares     Open Access  
Enfoques     Open Access  
Enjeux et société : Approches transdisciplinaires     Open Access  
Enlace Universitario     Open Access  
Enseñanza de las Ciencias Sociales     Open Access  
Entramado     Open Access  
Equality, Diversity and Inclusion : An International Journal     Hybrid Journal   (Followers: 20)
Equidad y Desarrollo     Open Access  
Espace populations sociétés     Open Access   (Followers: 1)
Estudios Avanzados     Open Access  
Estudios del Desarrollo Social : Cuba y América Latina     Open Access   (Followers: 4)
Estudios digital     Open Access  
Estudios Fronterizos     Open Access  
Estudios Latinoamericanos     Open Access  
Estudios Sociales     Open Access   (Followers: 2)
Estudios Sociales     Open Access  
Estudios sociales : Revista de alimentación contemporánea y desarrollo regional     Open Access  
Etcétera : Revista del Área de Ciencias Sociales del CIFFyH     Open Access  
Ethics and Social Welfare     Hybrid Journal   (Followers: 21)
Ethiopian Journal of the Social Sciences and Humanities     Full-text available via subscription   (Followers: 6)
Ethnic and Racial Studies     Hybrid Journal   (Followers: 46)
Ethnobotany Research & Applications : a journal of plants, people and applied research     Open Access   (Followers: 2)
eTropic : electronic journal of studies in the tropics     Open Access  
Études canadiennes / Canadian Studies     Open Access   (Followers: 2)
Études rurales     Open Access   (Followers: 2)
EUREKA : Social and Humanities     Open Access  
Eureka Street     Full-text available via subscription   (Followers: 4)
European Cooperation     Open Access  
European Journal of Futures Research     Open Access  
European Journal of Social Psychology     Hybrid Journal   (Followers: 40)
European Online Journal of Natural and Social Sciences     Open Access   (Followers: 4)
European Review     Hybrid Journal   (Followers: 19)
European Review of Latin American and Caribbean Studies - Revista Europea de Estudios Latinoamericanos y del Caribe     Open Access   (Followers: 6)
European Review of Social Psychology     Hybrid Journal   (Followers: 14)
European View     Hybrid Journal   (Followers: 1)
European Yearbook of Minority Issues Online     Hybrid Journal   (Followers: 5)
Exchanges : the Warwick Research Journal     Open Access   (Followers: 1)
ExT : Revista de Extensión de la UNC     Open Access  
Fa Nuea Journal     Open Access  
Families, Relationships and Societies     Hybrid Journal   (Followers: 8)
Family Matters     Full-text available via subscription   (Followers: 9)
Family Process     Partially Free   (Followers: 8)
Family Relations     Partially Free   (Followers: 11)
Family Science     Hybrid Journal   (Followers: 1)
Fields: Journal of Huddersfield Student Research     Open Access  
Finance and Society     Open Access   (Followers: 4)
Fırat Üniversitesi Sosyal Bilimler Dergisi     Open Access  
Flaubert     Open Access   (Followers: 1)
Formation emploi     Open Access  
FORO. Revista de Ciencias Jurídicas y Sociales, Nueva Época     Open Access   (Followers: 2)
Forskning & Forandring : Research and Change     Open Access  
Forum Ilmu Sosial     Open Access  
Forum Marsilius-Kolleg     Open Access  
Forum Qualitative Sozialforschung / Forum: Qualitative Social Research     Open Access   (Followers: 7)
Fourth World Journal     Full-text available via subscription  
Fronteiras : Journal of Social, Technological and Environmental Science     Open Access  
Fudan Journal of the Humanities and Social Sciences     Hybrid Journal   (Followers: 1)
Funes. Journal of Narratives and Social Sciences     Open Access  
Future Times     Full-text available via subscription   (Followers: 1)
Ganesha Journal     Open Access  
Gaziantep University Journal of Social Sciences     Open Access  
Gdańskie Studia Azji Wschodniej     Open Access  
Genocide Studies and Prevention     Full-text available via subscription   (Followers: 8)
Genocide Studies International     Hybrid Journal   (Followers: 9)
Géographie et cultures     Open Access   (Followers: 3)
Ghana Journal of Development Studies     Full-text available via subscription   (Followers: 8)
Gizarte Ekonomiaren Euskal Aldizkaria : Revista Vasca de Economía Social     Open Access  
Global Journal of Interdisciplinary Social Sciences     Open Access  
Global Journal of Social Sciences     Full-text available via subscription   (Followers: 3)
Global Social Policy     Hybrid Journal   (Followers: 35)
Global Transitions     Open Access   (Followers: 1)
Graduate Journal of Social Science     Open Access   (Followers: 1)
Graduate School Journal Chiang Rai Rajabhat University     Open Access  
Grafía     Open Access  
Grassroots     Open Access   (Followers: 1)
Grief Matters : The Australian Journal of Grief and Bereavement     Full-text available via subscription   (Followers: 12)
Gruppe. Interaktion. Organisation. Zeitschrift für Angewandte Organisationspsychologie (GIO)     Hybrid Journal   (Followers: 1)
GSTF Journal of Law and Social Sciences     Open Access   (Followers: 2)
Guacamaya     Open Access   (Followers: 3)
Güvenlik Bilimleri Dergisi     Open Access  
Hábitat y Sociedad     Open Access  
Hacettepe Üniversitesi Edebiyat Fakültesi Dergisi     Open Access   (Followers: 1)
Hallazgos     Open Access  
Harmoni Sosial : Jurnal Pendidikan IPS     Open Access  
Hatyai Academic Journal     Open Access  
Hayula : Indonesian Journal of Multidisciplinary Islamic Studies     Open Access  
Herencia     Open Access  
Heritage     Open Access  
Heritage & Society     Hybrid Journal   (Followers: 14)
Higher Education of Social Science     Open Access   (Followers: 5)
Homo Ludens     Open Access  
HONAI : International Journal for Educational, Social, Political & Cultural Studies     Open Access  
Horizontes LatinoAmericanos     Open Access  
Human Behavior and Emerging Technologies     Hybrid Journal   (Followers: 1)
Human Behavior, Development and Society     Open Access  
Humanities and Social Science Research     Open Access   (Followers: 5)
Humanities and Social Sciences     Open Access   (Followers: 3)
Humanities and Social Sciences Communications     Open Access   (Followers: 4)
Humanities and Social Sciences Journal     Open Access   (Followers: 3)
Humanities and Social Sciences Journal of Graduate School, Pibulsongkram Rajabhat University     Open Access  
Humanities and Social Sciences Journal, Ubon Ratchathani Rajabhat University     Open Access   (Followers: 1)
Humanities, Arts and Social Sciences Studies (HASSS)     Open Access   (Followers: 1)
Huria : Journal of the Open University of Tanzania     Full-text available via subscription   (Followers: 2)
Hydra : Interdisciplinary Journal of Social Sciences     Open Access   (Followers: 3)
I+D Revista de Investigaciones     Open Access  
IASSIST Quarterly     Open Access  
Iberoforum. Revista de Ciencias Sociales de la Universidad Iberoamericana     Open Access  
Iconos. Revista de Ciencias Sociales     Open Access   (Followers: 2)
Idealogando : Revista de Ciências Sociais da UFPE     Open Access  
IdeAs. Idées d'Amérique     Open Access  
Identities : Journal for Politics, Gender and Culture     Open Access   (Followers: 4)
Identities: Global Studies in Culture and Power     Hybrid Journal   (Followers: 21)
IDS Bulletin     Open Access   (Followers: 16)
IEEE Transactions on Computational Social Systems     Full-text available via subscription   (Followers: 2)
Illness, Crisis & Loss     Full-text available via subscription   (Followers: 4)
Im@go. A Journal of the Social Imaginary     Open Access  
imagonautas : Revista interdisciplinaria sobre imaginarios sociales     Open Access  
Immigrants & Minorities     Hybrid Journal   (Followers: 9)
In Situ : Au regard des sciences sociales     Open Access  
Inclusión y Desarrollo     Open Access  
Indiana University Journal of Undergraduate Research     Open Access  
Infinitum: Revista Multidisciplinar     Open Access   (Followers: 1)
Informação em Pauta     Open Access  
Informes Científicos - Técnicos UNPA     Open Access  
Infrastructure Complexity     Open Access   (Followers: 5)
Inkanyiso : Journal of Humanities and Social Sciences     Open Access  
INSANCITA : Journal of Islamic Studies in Indonesia and Southeast Asia     Open Access  
Integrated Social Science Journal : Faculty of Social Sciences and Humanities, Mahidol University     Open Access  
Interações : Cultura e Comunidade     Open Access  
International and Multidisciplinary Journal of Social Sciences     Open Access   (Followers: 1)
International Communication of Chinese Culture     Hybrid Journal   (Followers: 4)
International E-journal of Advances in Social Sciences (IJASOS)     Open Access   (Followers: 1)
International Journal for Transformative Research     Open Access  
International Journal of Academic Research in Business, Arts & Science     Open Access  
International Journal of Applied Behavioral Sciences     Open Access   (Followers: 1)
International Journal of Bahamian Studies     Open Access   (Followers: 1)
International Journal of Business and Social Research     Open Access   (Followers: 4)
International Journal of Business, Humanities, Education and Social Sciences     Open Access   (Followers: 1)
International Journal of Conflict and Violence     Open Access   (Followers: 25)
International Journal of Cultural and Social Studies (IntJCSS)     Open Access   (Followers: 1)
International Journal of Cultural Policy     Hybrid Journal   (Followers: 9)
International Journal of Culture and Modernity     Open Access  
International Journal of Disaster Risk Reduction     Hybrid Journal   (Followers: 18)
International Journal of Divination and Prognostication     Full-text available via subscription  
International Journal of Growth and Development     Open Access   (Followers: 1)
International Journal of Humanities and Social Science Research     Open Access  
International Journal of Iberian Studies     Hybrid Journal   (Followers: 6)
International Journal of Information, Diversity, & Inclusion     Open Access   (Followers: 3)
International Journal of Innovative Research and Scientific Studies     Open Access   (Followers: 1)
International Journal of Intercultural Relations     Hybrid Journal   (Followers: 16)
International Journal of Knowledge-Based Development     Hybrid Journal   (Followers: 2)
International Journal of Korean Humanities and Social Sciences     Open Access  
International Journal of Language and Culture     Hybrid Journal   (Followers: 2)
International Journal of Management and Social Sciences     Full-text available via subscription   (Followers: 5)
International Journal of Management, Economics and Social Sciences     Open Access   (Followers: 7)
International Journal of Multidisciplinary Studies     Open Access  
International Journal of Punishment and Sentencing, The     Full-text available via subscription   (Followers: 8)
International Journal of Qualitative Methods     Open Access   (Followers: 25)
International Journal of Research and Scholarly Communication     Open Access  
International Journal of Research in Business and Social Science     Open Access   (Followers: 3)
International Journal of Social and Allied Research     Full-text available via subscription  
International Journal of Social and Humanistic Computing     Hybrid Journal  
International Journal of Social And Humanities Sciences     Open Access  
International Journal of Social and Organizational Dynamics in IT     Full-text available via subscription   (Followers: 1)
International Journal of Social Research Methodology     Hybrid Journal   (Followers: 66)
International Journal of Social Science Research     Open Access   (Followers: 11)
International Journal of Social Science Studies     Open Access   (Followers: 13)
International Journal of Social Sciences and Education Research     Open Access  
International Journal of Sociology and Social Policy     Hybrid Journal   (Followers: 70)
International Journal of Synergy and Research     Open Access  
International Journal of the Sociology of Leisure     Hybrid Journal  
International Journal of Undergraduate Research and Creative Activities     Open Access   (Followers: 2)
International Journal Pedagogy of Social Studies     Open Access  
International Quarterly for Asian Studies     Open Access   (Followers: 2)
International Research Journal of Arts & Humanities     Open Access  

  First | 1 2 3 4 5     

Similar Journals
Journal Cover
  • 3-D Numerical Study of Effect of Urea Injector Location and Intake Cone
           Geometry on SCR Performance

    • Authors: Arvind Bhosale, Sanjay Patil, Vijay Dhepe, Kiran Banosde, Ravi Kakde, Rashtrapal Teltumade, Dheeraj Lengare
      Pages: 47 - 58
      Abstract: In response to current strict laws aiming to reduce motor vehicle emissions, more and more research projects are being carried out in order to enhance the flow of automotive catalysts. There have been substantial efforts to further refine the SCR technology (selective catalytic reduction) for diesel-powered vehicles. Furthermore, only a little distance from the catalytic input between the exhaust system is available for a mobile SCR system. This therefore leads to an insufficient urea residence period, and evaporation and thermolysis at the catalyst entry cannot therefore be completed. This can lead to substantial secondary ammonia and isocyanic acid emissions. Therefore, fast thermolysis, effective ammonia blend with exhaust gas and reduction of ammonia slip are crucial factors for the deployment of SCR technology on cars. The Computational Fluid Dynamics (CFD) approach is used for optimizing the exhaust gas flow inside the existing catalyst by changing intake cone designs which is intended to be used on Euro VI/Bharat Stage-VI emissions legislation compliant heavy-duty diesel engines in India. This study is divided in to two parts. The first part of the study deals with finding the optimized ammonia injector location, and in the second part, the proposed inlet cone design’s flow velocity uniformity index is estimated and compared with that of the existing SCR catalyst model.
      PubDate: 2022-03-14
      DOI: 10.53894/ijirss.v5i2.378
      Issue No: Vol. 5, No. 2 (2022)
       
  • The Participation of Rural Afghan Women in Small-Scale Dairy Farming

    • Authors: Miraqa Hussain Khail, Khal Mohammad Ahmadzai
      Pages: 59 - 66
      Abstract: Afghanistan is an agricultural country, where more than 80% of the population depends on agriculture for their livelihoods. The livestock sector contributes perhaps half of the licit agriculture’s contribution to the national GDP. Small-scale dairy farming is an important component of Afghanistan’s rural economy. Milk and dairy products are crucial for the daily food security and income generation of most Afghan households. Rural women play a significant role in agriculture production, but their contribution remains un-recognized by researchers and policymakers. This study intends to examine the role and extent of the participation of rural women in small-scale dairy farming. There are no data available for an objective understanding of the role played by women in the rural economy of Afghanistan. The data was obtained from a sample of 180 rural women using a random sampling technique through a dairy farm survey in the Mousahi district of Kabul, Afghanistan during August and September 2021. Descriptive statistical tools like frequency, average, and percentage were used for the analysis. The study concluded that rural women’s contribution is one of the most significant elements of the operation of small-scale dairy farming, and most dairy farming work, from fodder collection to feeding, watering, animal management, and health care, is conducted by women.
      PubDate: 2022-03-14
      DOI: 10.53894/ijirss.v5i2.379
      Issue No: Vol. 5, No. 2 (2022)
       
  • A Study on Management Discretion of Municipal Hospital Managers and its
           Hindering Factors

    • Authors: Ijaz Ali, Moin Uddin, Nabil Ahmed Mareai Senan, Saif Sami, Asif Baig, Rohit Garg, Asma Khatoon, Ashraf Imam, Imran Ahmad Khan
      Pages: 67 - 82
      Abstract: This paper aims to quantify the degree of managerial discretion held by business managers and hospital directors in municipal hospitals in India through the concept of managerial discretion and to clarify the factors that inhibit managerial discretion. We conducted a questionnaire survey of municipal hospital managers. First, we ascertained the amount of discretion that municipal hospital managers have concerning various areas of management efficiency. Managers have a great deal of discretion in measures to increase and secure revenues, secure and train doctors and other medical staff, and reduce and control recurring medical expenses. Second, it became clear to what extent the discretion of municipal hospital managers is limited and by which factors. Many managers opined that legal constraints and the medical fee system had a significant impact. Third, there was no significant difference in managerial discretion between the partial and full application of the Local Public Enterprises Law. The multiple regression analysis with other disincentive factors and the presence of total application as explanatory variables, together with the overall size of discretion as the dependent variable, indicated that total application did not affect the overall level of discretion and that negative impacts from heads of department and internal office staff may be significant.
      PubDate: 2022-03-24
      DOI: 10.53894/ijirss.v5i2.390
      Issue No: Vol. 5, No. 2 (2022)
       
  • Models of Helping, Happiness, and Spiritual Serenity among Indonesian and
           Chinese Students

    • Authors: Ahmad Rusdi, Kenia Puruhita Nurasha, Mira Aliza Rachmawati, Li Yang, Pan Wangnan, Yuli Andriansyah
      Pages: 83 - 89
      Abstract: In positive psychology, the study of happiness is more popular than that of serenity. Many studies have found connections between helping and happiness and between happiness and serenity. However, research that examines all three variables and how they relate in a model is limited. This study aims to develop models of helping, happiness, and serenity using students from Indonesia and China. A total of 103 Indonesian students and 104 Chinese students contributed to this research. The Helping Attitude Scale (HAS), Subjective Happiness Scale (SHS), Tatmainn al-Qulūb Scale (TQS), and Peace of Mind Scale (PoM) were used in this study. The results show that for Indonesian students, helping is a predictor of spiritual serenity but not of happiness. However, one aspect of helping, belief, can be a predictor of happiness. This model is confirmed using the CFI (0.97), GFI (0.97), and TLI (0.91) parameters. In contrast, for Chinese students, helping is a predictor of happiness but not of spiritual serenity. However, helping is a predictor of one component of spiritual serenity: confidence. This model is confirmed using the GFI (1) and AGFI (0.97) parameters.
      PubDate: 2022-03-28
      DOI: 10.53894/ijirss.v5i2.393
      Issue No: Vol. 5, No. 2 (2022)
       
  • Factors Causing Landslides on Highways in Ogan Komering Ulu Regency, South
           Sumatra Province

    • Authors: Anggi Purnama Sari Dewi, Maulid M Iqbal, Yulindasari Sutejo, Ratna Dewi, Bimo Adhityia
      Pages: 90 - 100
      Abstract: This research focuses on the study of a slope’s Factor of Safety (FOS) in the context of landslides. The slopes under study are located on the outer bend of a river and feature differences in groundwater levels on the slope and outside the slope. This research was conducted on Jalan Kol. Burlian STA 429+312 (case 1) and connecting road IV STA 194+420 (case 2) in OKU Regency, South Sumatra Province, Indonesia. The analysis was carried out using the Slope/W program to obtain the FOS to discover the cause of the landslide. The results of the Slope/W program (Fellenius method) provided an initial condition FOS value for case study 1 of 1.70, and a FOS value after scouring of 1.12. For case study 2 the initial condition FOS value was 1.68, and after scouring 1.05. Based on the results of the analysis, it can be concluded that the cause of the landslide is the occurrence of scouring and the presence of GWT.
      PubDate: 2022-03-28
      DOI: 10.53894/ijirss.v5i2.394
      Issue No: Vol. 5, No. 2 (2022)
       
  • Impact of Intellectual Capital on International Trade: Knowledge
           Management and Business Processes as Intermediaries

    • Authors: Ya-Ping Hu, Ching-Min Lee
      Pages: 101 - 111
      Abstract: The global international trade market is changeable and highly competitive. In order to discover the market competitiveness of trading companies, we develop a second-order research model to explore the impact of intellectual capital on a company’s performance through the intermediaries of knowledge management and business processes. The main purpose of this study is to discover the roles that knowledge management and business process capabilities play when companies introduce intellectual capital. We used a five-part questionnaire to conduct our research. Structural equation modeling techniques were used to analyze the research model, and we used PLS-SEM for data analysis. The analysis results show that the direct impact of intellectual capital on company performance is not significant (path coefficient is 0.08), and if a company only implements knowledge management it will have no significant effect on performance (path coefficient is 0.06). However, these two factors do have a significant impact on company performance through business process capability. Therefore, the results show that knowledge management and business processes mediate intellectual capital to affect a company’s performance and lead to the better identification of the successful elements of competitive export trade strategies in dynamic business environments. Moreover, the results also show that the factor loading of information capital (weight=0.63) in intellectual capital is much higher than the other aspects of intellectual capital. That is, companies must prioritize information capital when investing in intellectual capital.
      PubDate: 2022-04-01
      DOI: 10.53894/ijirss.v5i2.396
      Issue No: Vol. 5, No. 2 (2022)
       
  • Carbon Dioxide Emissions from Various Structural Frame Materials of
           Single-Family Houses in Nordic Countries

    • Authors: Alireza Bahrami, Markus Olsson, Karl Svensson
      Pages: 112 - 120
      Abstract: Since the choice of material for the construction of single-family houses has a major impact on the buildings' total carbon dioxide emissions, this study examines the carbon dioxide emissions from various structural frame (frame) materials used for single-family houses in the Nordic countries. The analysed frame materials are wood, concrete, and steel as they are the most frequently chosen for single-family houses in these countries. To map the carbon dioxide emissions from the frame materials, a literature review of existing life cycle analyses of the materials is conducted. To present the results, a typical wall is employed for each material; the width and height of the walls are 1 m, while the depth varies for the different materials. The walls are designed to illustrate the results, which are reported in kg CO2/m3. Moreover, the study includes interviews with housing manufacturers to get the building industry's views on the choice of frame material with regard to carbon dioxide emissions. The results show that there are major differences in the carbon dioxide emissions from the three frame materials. The wooden, steel, and concrete frames emit 96 kg CO2/m3, 209 kg CO2/m3, and 602 kg CO2/m3, respectively. The results confirm that the wooden frame has the lowest carbon dioxide emissions, which makes it the most environmentally friendly frame in the Nordic countries when compared with the steel and concrete frames.
      PubDate: 2022-04-28
      DOI: 10.53894/ijirss.v5i2.414
      Issue No: Vol. 5, No. 2 (2022)
       
  • Hyperparameter Optimization of Long-Short Term Memory using Symbiotic
           Organism Search for Stock Prediction

    • Authors: Dinar Syahid Nur Ulum, Abba Suganda Girsang
      Pages: 121 - 133
      Abstract: Producing the best possible predictive result from long-short term memory (LSTM) requires hyperparameters to be tuned by a data scientist or researcher. A metaheuristic algorithm was used to optimize hyperparameter tuning and reduce the computational complexity to improve the manual process. Symbiotic organism search (SOS), which was introduced in 2014, is an algorithm that simulates the symbiotic interactions that organisms use to survive in an ecosystem. SOS offers an advantage over other metaheuristic algorithms in that it has fewer parameters, allowing it to avoid parameter determination errors and produce suboptimal solutions. SOS was used to optimize hyperparameter tuning in LSTM for stock prediction. The stock prices were time-series data, and LSTM has proven to be a popular method for time-series forecasting. This research employed the Indonesia composite index dataset and assessed it using root mean square error (RMSE) as a key indicator and the fitness function for the metaheuristic approach. Genetic algorithm (GA) and particle swarm optimization (PSO) were used as benchmarking algorithms in this research. The hybrid SOS-LSTM model outperformed GA-LSTM and PSO-LSTM with an RMSE of 78.799, compared to the GA-LSTM model with an RMSE of 142.663 and the PSO-LSTM model with an RMSE of 529.170.
      PubDate: 2022-04-29
      DOI: 10.53894/ijirss.v5i2.415
      Issue No: Vol. 5, No. 2 (2022)
       
 
JournalTOCs
School of Mathematical and Computer Sciences
Heriot-Watt University
Edinburgh, EH14 4AS, UK
Email: journaltocs@hw.ac.uk
Tel: +00 44 (0)131 4513762
 


Your IP address: 34.231.247.88
 
Home (Search)
API
About JournalTOCs
News (blog, publications)
JournalTOCs on Twitter   JournalTOCs on Facebook

JournalTOCs © 2009-