Assessing the stakeholders' perception on rice husk ash as supplementary cementitious material using the latent dirichlet allocation model
Date of Publication
11-2022
Document Type
Bachelor's Thesis
Degree Name
Bachelor of Science in Civil Engineering with Spec in Construction Technology & Management
Subject Categories
Civil Engineering | Construction Engineering and Management
College
Gokongwei College of Engineering
Department/Unit
Civil Engineering
Thesis Advisor
Jason Maximino C. Ongpeng
Defense Panel Chair
Cheryl Lyne C. Roxas
Defense Panel Member
Daniel Nichol R. Valerio
Mary Grace Ventanilla-Calilung
Abstract/Summary
Rice husk ash (RHA) is a byproduct of the rice milling process and is produced through the controlled combustion of the rice husk. Given its high silica content, it is a material that is beneficiary to ordinary Portland cement (OPC). Many studies have been conducted on this material in other parts of the world and is already being implemented, but the researchers have observed that this material is not commonly used in the local construction industry despite the Philippines being a rice-producing nation. The researchers hypothesize that this is due to the lack of research, as stakeholders prioritize more traditional methods over more contemporary ones such as RHA. Given this observation, this study aims to assess stakeholders’ current state of awareness, or perception, of RHA as a supplementary cementitious material (SCM). stakeholders were: the academe, professional organizations, and industry. Documents were collected from these stakeholders using these specific keywords: RHA, sustainability, and geopolymer. The collection was used as input data in the MATLAB program, wherein the researchers used the Latent Dirichlet Allocation (LDA) Model to perform bibliometric analysis on the documents. Based on the results, it showed that the academe has the highest organizational maturity level, generating topic models that mentioned RHA the most frequently. This is followed by the industry at the middle level, and lastly the professional organization at the lowest organizational maturity level, due to their lack of data on RHA. An adoption framework was created based on the organizational maturity and trends observed from the results of the study.
Abstract Format
html
Language
English
Format
Electronic
Keywords
Rice hull ash—Philippines—Public opinion; Waste products as building materials—Philippines—Public opinion
Recommended Citation
Go, S. N., & Rago, E. D. (2022). Assessing the stakeholders' perception on rice husk ash as supplementary cementitious material using the latent dirichlet allocation model. Retrieved from https://animorepository.dlsu.edu.ph/etdb_civ/4
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Embargo Period
11-28-2022