Digital Commons Network^™

Exploring Large Language Models For Ontology Learning, Olga Perera, Jun Liu

Research & Publications

Ontology Learning aims to facilitate automatic or semi-automatic ontology development based on machine learning techniques in context of big data. Recent evolution of technology has introduced Generative Artificial Intelligence (AI) capable of creating new data, extracting insights from the existing data, and generating coherent texts from various inputs. This ability supports analysis of text data, providing insights and annotations that reduce human effort. This study explores the emerging field of Generative AI, specifically, Large Language Models for ontology learning. We conducted a survey of the current state of Generative AI research with focus on applicability and efficacy for ontology development …

Intercropping Maize–Faba Bean Reduced Yield And Economiclosses Caused By Busseola Fusca (Fuller) In Semiarid Area, Tesfay Gidey, Daniel Hagos Berhe, Emiru Birhane, Haftu Abrha, Yirga Guf

All Grantees Publications

Climate change is impacting the sustainability of indigenous tree species. However, the impacts of climate change on African olivetree (Olea europaea subspecies Cuspidata) are less-explored. Tis study, conducted in Tigray, northern Ethiopia, aims to de-termine the impacts of climate change on the current and future distributions of the species. A total of 225 presence points andabundance of O. europaea within 20 m × 20 m plots at each location were collected. Additional input variables, such as the 19bioclimatic variables, 3 topographic variables, and Pedologic data, were used. Maxent software was employed to predict thedistribution of the species under current and …

Insights On The Microbiology Of Ethiopian Fermented Milkproducts: A Review, Tiruha H. Karssa, Jamal B. Kussaga, Teresa Semedo-Lemsaddek, Jovin K. Mugula

All Grantees Publications

Fermented milk products play a vital role in the diets of Ethiopians. They are producedfrom either spontaneous fermentation or back- slopping methods at the householdlevel, in which lactic acid bacteria (LAB) and yeasts predominate. As a result, the pro-cessing steps are not standardized and overall safety is still of public health relevance.Therefore, quality and safety improvement, standardization of traditional manufac-turing practices, and commercialization of products to a wider market are important.Hence, this systematic review aimed to provide a comprehensive overview of themicrobiology of traditional Ethiopian fermented milk products, including ergo (spon-taneously fermented whole milk), dhanaan (fermented camel milk), ititu (concentratedsour …

Economic Benefits And Uses Of Indigenous Seasonal Weather Forecasts In Zimbabwe, Joseph Manzvera, Kwabena Asomanin Anaman, Akwasi Mensah-Bonsu, Alfred Barimah

All Grantees Publications

This study presents a seminal contribution regarding the economic value of indigenous seasonal weather forecasts in Zimbabwe. Many farmers (58%) use indigenous seasonal weather forecasts to make maize farming decisions such as selecting suitable varieties. The main indicators used for indigenous seasonal weather forecasts are flowering and fruition of specific trees. Based on travel cost analysis, which incorporates a multi-purpose visit scenario, the study establishes the economic importance of indigenous seasonal weather forecasts with a consumer surplus of US$1,044 per year among the 290 farmers using the forecasts. There is therefore a need to integrate indigenous weather forecasts into national …

The Authors Acknowledge The Contributions Of The Extension Agents In Each Of The Six Southwest States In Nigeria, Who Provided Links Between Our Survey Team And The Farmers During Data Collection., Obed Appiah, Kwame Oppong Hackman, Belko Abdoul Aziz Diallo, Kehinde O. Ogunjobi, Son Diakalia, Ouedraogo Valentin, Damoue Abdoul-Karim, Gaston Dabire

All Grantees Publications

This study presents PlanteSaine, a novel mobile application powered by Artificial Intelligence (AI) models explicitly designed for maize, tomato, and onion farmers in Burkina Faso. Agriculture in Burkina Faso, like many developing nations, faces substantial challenges from plant pests and diseases, posing threats to both food security and economic stability. PlanteSaine addresses these challenges by offering a comprehensive solution that provides farmers with real-time identification of pests and diseases. Farmers capture images of affected plants with their smartphones, and PlanteSaine’s AI system analyzes these images to provide accurate diagnoses. The application’s offline functionality ensures accessibility even in remote areas with …

Rwandan Farmers’ Perceptions Of The Acoustic Environment And The Potential For Acoustic Monitoring, Destiny Kwabla Amenyedzi, Micheline Kazeneza, Frederic Nzanywayingoma, Philibert Nsengiyumva

All Grantees Publications

Monitoring the farm acoustic environment can provide important information about processes affecting crop production. This paper assesses farmers’ knowledge and attitudes toward acoustic technology for farm monitoring in Rwanda. Stratified random sampling was used to select 430 farmers from 3 sectors. Demographic, farm, and technical knowledge data were collected from farmers with a survey. Cross-tabulation results show farmers with secondary and university education are more interested in acoustic technology than those with a primary education and farmers engaged in commercial farming are more interested in technology for monitoring acoustic sources than subsistence farmers. However, nearly all farmers are willing to …

System Design For A Prototype Acoustic Network To Deter Avian Pests In Agriculture Fields, Destiny Kwabla Amenyedzi, Micheline Kazeneza, Ipyana Issah Mwaisekwa, Frederic Nzanywayingoma, Philibert Nsengiyumva, Peace Bamurigire, Emmanuel Ndashimye, Anthony Vodacek

All Grantees Publications

Crop damage attributed to pest birds is an important problem, particularly in low-income countries. This paper describes a prototype system for pest bird detection using a Conv1D neural network model followed by scaring actions to reduce the presence of pest birds on farms. Acoustic recorders were deployed on farms for data collection, supplemented by acoustic libraries. The sounds of pest bird species were identified and labeled. The labeled data were used in Edge Impulse to train a tinyML Conv1D model to detect birds of interest. The model was deployed on Arduino Nano 33 BLE Sense (nodes) and XIAO (Base station) …

Flying Through The Air With The Greatest Of Ease? Evaluation Of Glide Capability In Basal Maniraptoran Theropods, Norah Zoller, Kierra Miller, Michael B. Habib, Hans C. Larsson, T. Alexander Deccechi

Annual Research Symposium

Pterosaurs, a lineage of Mesozoic flying archosaurs, include the largest flying animals ever known. Quetzalcoatlus nortropi a Late Cretaceous representative, had a wingspan of over 10 m and likely weighed more than 200 kg. It presents a combination of features (large head, massive wingspan, shoulder height equivalent to an extant giraYe) that has led to ecological interpretations of it as a major predator in the North American Maastrichtian Biome, perhaps second to only Tyrannosaurus rex. Here we examine the probability of that from an energetics perspective. Despite the great wingspan of Quetzalcoatlus, the body length (gleno- acetabular distance) is relatively …

Insect Frass Fertilizer As A Regenerative Input For Improved Biological Nitrogen Fixation And Sustainable Bush Bean Production, Agnes Chepkorir, Dennis Beesigamukama, Harun I. Gitari, Shaphan Y. Chia, Sevgan Subramanian, Sunday Ekesi, Birachi Eliud Abucheli, Jean Claude Rubyogo, Theodore Zahariadis, Gina Athanasiou, Aikaterini Zachariadi, Vasileios Zachariadis, Abdou Tenkouano, Chrysantus M. Tanga

All Peer-Reviewed Publications

Bush bean (Phaseolus vulgaris L.) production is undermined by soil degradation and low biological nitrogen fixation (BNF) capacity. This study evaluated the effect of black soldier fly frass fertilizer (BSFFF) on bush bean growth, yield, nutrient uptake, BNF, and profitability, in comparison with commercial organic fertilizer (Phymyx, Phytomedia International Ltd., Kiambu, Kenya), synthetic fertilizer (NPK), and rhizobia inoculant (Biofix, MEA Fertilizers, Nairobi, Kenya). The organic fertilizers were applied at rates of 0, 15, 30, and 45 kg N ha−1 while the NPK was applied at 40 kg N ha−1, 46 kg P ha−1, and 60 kg K ha−1. The fertilizers …

Chitin-Enriched Insect Frass Fertilizer As A Biorational Alternative For Root-Knot Nematode (Meloidogyne Incognita) Management, James Kisaakye, Dennis Beesigamukama, Solveig Haukeland, Sevgan Subramanian, Paul K. Thiongo, Segenet Kelemu, Chrysantus M. Tanga

All Peer-Reviewed Publications

Root-knot nematodes (Meloidogyne spp.) are serious pests of most food crops, causing up to 100% yield loss. Nevertheless, commercial nematicides are costly and harmful to the environment. While the nematicidal potential of crustacean and synthetic chitin has been demonstrated globally, research on the potential of insect-derived chitin for nematode control has received limited attention. Here, seven chitin-fortified black soldier fly frass fertilizer extracts (chFE) were assessed for their suppressiveness of Meloidogyne incognita and impacts on spinach growth in comparison with a commercial nematicide using in vitro and in vivo bioassays. The performance of chFE and control treatments was assessed by …

Addressing The Complexity Of Spatial Teaching: A Narrative Review Of Barriers And Enablers, Ergi Bufasi, Ting Jun Lin, Ursa Benedicic, Marten Westerhof, Rohit Mishra, Dace Namsone, Inese Dudareva, Sheryl Sorby, Lena Gumaelius, Remke M. Klapwijk, Jeroen Spandaw, Brian Bowe, Colm O'Kane, Gavin Duffy, Marianna Pagkratidou, Jeffrey Buckley

Articles

Extensive research has established that spatial ability is a crucial factor for achieving success in Science, Technology, Engineering, and Mathematics (STEM). However, challenges that educators encounter while teaching spatial skills remain uncertain. The purpose of this study is to develop a research framework that examines the interrelationships, barriers, and enablers amongst various educational components, including schools, teachers, students, classrooms, and training programs, that are encountered when teaching for spatial ability development. A thorough examination of international research, in combination with a detailed review of the primary Science and Mathematics curricula in Ireland, Latvia, Sweden, and the Netherlands, is undertaken to …

Book-And-Claim System For Sustainable Aviation Fuels, Christine Kranich, Sarah J. Haas

Journal of Air Law and Commerce

This Article provides an overview of the regulatory (legal) framework in which the decarbonisation of aviation is embedded, with a focus on European law. The Article further provides updates on EU-ETS, CORISA, RED III and the minimum quota of SAF supply in accordance with Refuel EU Aviation up to October 2023. Sustainable Aviation Fuels (SAF) will be described in detail in this Article, and it is further explained that the use of SAF could significantly contribute to aviation becoming “greener”. As the availability of SAF is still rather scarce, the Article revolves around a mechanism of a global book-and-claim system …

Non-Fungible Tokens (Nfts) And Copyright Law, Ochoa, Tyler T.

Santa Clara High Technology Law Journal

The concept of using non-fungible tokens (NFTs) to facilitate and authenticate sales of digital art dates back to 2014; but it took several years before the concept really captured public attention. Since copyright law governs the reproduction of works of art, including digital images, the connection to NFTs seems obvious. Yet, copyright law is only tangentially related to NFTs, for two reasons. First, buying an NFT does not, by itself, convey any rights to reproduce or display the work associated with that token. Instead, those rights are governed entirely by the contract that accompanies the sale. Second, minting and selling …

Human Reproductive Cloning, Heritable Genome Editing, And The Future Of Novel Reproductive Technologies, Macintosh, Kerry Lynn

Santa Clara High Technology Law Journal

This Article compares human reproductive cloning (HRC) and heritable genome editing (HGE) to identify factors that encourage bans on novel reproductive technologies. HRC drew legislative opposition in part because it involved asexual reproduction and was incorrectly associated with copying. HGE and other technologies that involve sexual reproduction do not have those problematic qualities. HRC also became entangled with research in which human embryos were cloned to be harvested for their stem cells. HGE did not because scientists learned how to create and edit pluripotent stem cells without creating embryos. However, the legal history of HRC predicts that reproductive technologies strongly …

Alleviating Loneliness In Older Adults Using Polyvagal Theory Exercises, Helen Kornfeld

Antioch University Dissertations & Theses

Objectives: The 65 and older population is a growing population in the US. In this population there can be marked increases in isolation, loneliness, and depression. Polyvagal Theory holds that a greater sense of safety, security, and sense of engagement improves well-being. A key hypothesis stated that participation will lower self-report ratings of loneliness. Additional hypotheses included improving self-reported purpose in life and feelings of psychological safety.

Methods/Design: The present dissertation is a quasi-experimental design, utilizing pre- and post-test measures comparing degree of loneliness, depression, purpose in life (PIL), and Neuroception of Psychological Safety Scale (NPSS) in a 6-week novel …

New Family Law Statutes In 2023: Selected State Legislation, Family Law Quarterly 2023–24 Editors, New York Law School

Redefining Family Law: State Legislative Updates

This article provides summaries and context for 31 changes to family law that were enacted in 2023 by legislatures in 26 states and the District of Columbia. The topics include (1) Child Custody and Visitation, (2) Nonparent Custody and Visitation, (3) Children’s Representation, (4) Child Welfare, (5) Child Support, (6) Domestic Violence, (7) Companion Animals, (8) Age of Marriage, and (9) Other Topics. More specifically, the topics of the laws featured in this article include (among others) presumptions of 50-50 parenting time; virtual visitation; enhancement of children’s voices in child protective proceedings; pets and property division; and strengthened domestic violence …

Alterity As A Mirror Of Identity: Primo Levi’S Self Representation In Other People’S Trades, Ilona Klein

Faculty Publications

Primo Levi reveals much about himself in the fifty-one short essays of L’altrui mestiere (Other People’s Trades). This study analyzes L’altrui mestiere as the awareness of the “self” through the observation of “otherness” — other people, but also other living beings which are not human (mammalian animals and insects), others as minerals, and others as hypotheses, theories, writings, microcosmic or macrocosmic conceptions that Levi uses to weave a discourse of “alterity” as a mirror of “identity.” L’altrui mestiere’s narrative pattern revolves around contrasts and comparisons between the familiar and the unfamiliar, the canny and the uncanny, the …

Detecting Social Desirability Bias With Human-Computer Interaction: A Mouse-Tracking Study, Paul A. Weisgarber, Joseph S. Valacich, Jeffrey L. Jenkins, David Kim, Manasvi Kumar

Faculty Publications

Social desirability bias undermines self-report accuracy, necessitating novel approaches to detect and mitigate its impact. This study aimed to investigate the influence of social desirability on questionnaire responses by analyzing mouse cursor movements and answering behaviors. Respondents (n=238) completed a health and wellness questionnaire while their mouse cursor data was recorded. The results revealed that individuals under a higher social desirability treatment exhibited significantly longer response times and slower mouse cursor speeds, supporting the hypothesis that they may engage in more cautious and deliberate responding. However, no significant differences were found in terms of mouse cursor deviations or answer switches …

Tigra Scientifica, Full Issue

Tigra scientifica

Tigra scientifica, showcasing the outstanding work by Clemson University students in the Creative Inquiry course Popular Science Journalism. Science and technology shape our world in profound ways — from the rise of space tourism to the rapid development of new medical treatments. In a democracy, communicating science is essential for informed debate and decision-making, a responsibility these students have embraced with energy and skill. The magazine began in Spring 2011 under Holly Tuten, Ph.D., who founded the CI course to pass along her passion for science writing. Since then, more than 200 students from 14 majors across five colleges have …

Water Treatment Using Zinc Nanoparticles And Apricot Plant Extracts From Organic And Inorganic Pollution, Suzan Muslim Abdullah, Abbas Ali Salih Al-Hamdani, Labeeb Ahmed Al-Zubaidi

Baghdad Science Journal

The apricot plant was washed, dried, and powdered after harvesting to produce a fine powder that was used in water treatment. created an alcoholic extract from the apricot plant using ethanol, which was then analysed using GC-MS, Fourier transform infrared spectroscopy, and ultraviolet-visible spectroscopy to identify the active components. Zinc nanoparticles were created using an alcoholic extract. FTIR, UV-Vis, SEM, EDX, and TEM are used to characterize zinc nanoparticles. Using a continuous processing procedure, zinc nanoparticles with apricot extract and powder were employed to clean polluted water. Firstly, 2 g of zinc nanoparticles were used with 20 ml of polluted …

Physiological And Histological Effects Of Apigenin And Luteolin On Cytarabine Injected Rats, Omar N. Sultan, Ghada A. Taqa

Baghdad Science Journal

The present study was undertaken to study the effect of apigenin and luteolin on physiological and histological changes in rats treated with cytarabine drugs. Thirty-five albino healthy male adult rats with equal age weighing 250 -300g were enrolled. Rats were randomly divided into seven groups according to the treatment. Group “1” was treated with normal saline and served as the control group. Groups “2,3 and 4” received cytarabine, apigenin, and luteolin respectively, while groups 5, 6, and 7 received a combination of “apigenin + cytarabine”, “luteolin + cytarabine”, and “apigenin + luteolin + cytarabine”, respectively. After one week of treatment, …

Molecular Identification Of Methylorubrum Extorquens Using Pcr-Amplified Mxaf Gene Fragments As A Molecular Marker, Anwar A. Maki, Asaad M. R. Al-Taee, Zeenah Weheed Atwan

Baghdad Science Journal

Methylotrophs bacteria are ubiquitous, and they have the ability to consume single carbon (C1) which makes them biological conversion machines. It is the first study to find facultative methylotrophic bacteria in contaminated soils in Iraq. Conventional PCR was employed to amplify MxaF that encodes methanol dehydrogenase enzyme. DNA templates were extracted from bacteria isolated from five contaminated sites in Basra. The gene specific PCR detected Methylorubrum extorquens as the most dominant species in these environments. The ability of M. extorquens to degrade aliphatic hydrocarbons compound was tested at the laboratory. Within 7 days, gas chromatographic (GC) studies of remaining utilized …

Effect Of Nanocapsules And Extract Of Metarhizium Anisopliae In Inhibiting Acetylcholine Esterase Enzyme In Musca Domestica Larvae., Aliaa Abdul Aziz Hammed, Hazim Idan Al Shammari, Soolaf A Kathiar

Baghdad Science Journal

M. domestica is the most important insect that transmit pathogens for diseases in the world. The use of nanotechnology is eco-friendly method in control pests. The study aims to investigate the feasibility of bio-manufacturing nanocapsules of fungal secondary metabolites in order to improve the efficiency of metabolite and assess their inhibitory effect on the acetylcholine esterase enzyme in housefly larvae. An equal mixture of organic solvents, ethyl acetate and dichloromethane, was used to extract the metabolic products of the fungus M. anisopliae, (PEG4000) and chitosan was used in the preparation of nanocapsules. The results of the DLS granular size assay …

Enhanced Photocatalytic Activity Of Cu2o/Zno/Go Nanocomposites On The Methylene Blue Degradation, Frikson Jony Purba, Zuriah Sitorus, Kerista Tarigan, Nurdin Siregar

Baghdad Science Journal

This study synthesized nanocomposite photocatalyst materials from a mixture of Cu2O nanoparticles, ZnO nanoparticles, and graphene oxide (GO) through coprecipitation and hydrothermal methods. This study aims to determine the optimum composition of Cu2O/ZnO/GO nanocomposites in degrading methylene blue. The nanocomposite was synthesized in two steps: 1 the synthesis of Cu2O and ZnO nanoparticles through the coprecipitation method and the preparation of GO through the modified Hummer method. 2 The preparation of Cu2O and ZnO nanoparticles mixtures with GO through the hydrothermal method to form Cu2O/ZnO/GO nanocomposites. The adsorption-photocatalysis process of methylene blue was done with UV light from a halogen …

Relationship Between Serum Nesfatin-1, Adiponectin, Resistin Concentration, And Obesity With Type 2 Diabetes Mellitus, Baydaa Ahmed Abed, Layla Othman Farhan, Ashgan Slman Dawood

Baghdad Science Journal

Diabetes mellitus caused by insulin resistance is prompted by obesity. Neuropeptide Nesfatin-1 was identified in several organs, including the central nervous system and pancreatic islet cells. Nesfatin-1 peptide appears to be involved in hypothalamic circuits that energy homeostasis and control food intake. Adiponectin is a plasma collagen-like protein produced by adipocytes that have been linked to the development of insulin resistance (IR), diabetes mellitus type 2 (DMT2), and cardiovascular disease (CVD). Resistin was first identified as an adipose tissue–specific hormone that was linked to obesity and diabetes. The aim of this study was to estimate the relationship between human serum …

An Integrative Study On Wood-Boring Beetle Larvae: Nutritional Properties, Gut Microbiota And Isolation Of Bioactive Compounds, Shadrack Kibet

All Master’s Theses

Edible insects are increasingly recognized as a solution to several problems faced by mankind, including hunger, malnutrition and microbial infections. Additionally, the gut symbionts of insects, along with their associated metabolites and enzymes, hold promising potential for industrial and pharmaceutical applications. However, the detailed nutritional properties, gut microbiota, and microbial secondary metabolites associated with the gut symbionts of various insects, including wood-boring beetles, have not yet been comprehensively reported. In this current study, the nutritional properties, and the characteristics of the gut microbiota of two wood-boring species (Titocerus jaspideus and Passalus punctiger) collected from two indigenous forested areas was investigated. …

Physicochemical Characterization Of Edible Insect Oils: Insights Into Fatty Acid Composition, Thermal Behavior And Quality Parameters, Eng-Tong Phuah, Yee-Ying Lee, Teck-Kim Tang, Guanghui Li, Shyang-Pei Hong, Syazana Abdullah Lim

ASEAN Journal on Science and Technology for Development

Edible insects are emerging as a sustainable food source due to their high nutritional value. This study employed the three-phase partitioning (TPP) method to extract oils from sago worm (Rhynchophorus ferrugineus), superworm (Zophobas morio), and cricket (Acheta domesticus). The study evaluated and compared the physicochemical properties of these insect oils, including iodine value (IV), peroxide value (PV), p-anisidine value (p-AV), acid value (AV), refractive index (RI), thermal behavior, and fatty acid compositions. Results revealed that the sago worm exhibited the highest oil yield (47.8 ± 2.2%) compared to the superworm (23.8 ± 1.4%) and cricket (6.4 ± 0.6%). Cricket oil …

Assessing The Organic Acids-Solubilized Collagen Derived From The Skin Of Unicornfish (Naso Reticulatus Randall, 2011) On Physicochemical And Structural Characteristics: Toward Alternative Source For Industrial Applications, Dayang Fazrianie Harianto, Abdul Aziz Jaziri, Rossita Shapawi, Ruzaidi Azli Mohd Mokhtar, Wan Norhana Md. Noordin, Masmunira Rambli, Nurul Huda

ASEAN Journal on Science and Technology for Development

Converting skin by-product of unicornfish (Naso reticulatus Randall, 2011) into a valuable commodity like collagen is a good strategy to explore alternative sources for land-based animals. Additionally, marine fish collagens are preferable due to their safer and great properties. This project aimed to compare extractability of collagens prepared with three organic acids (i.e., acetic, lactic and citric acids), and their characteristics were also discussed. Collagen extracted with citric acid (CSCUS) (7.10%) had a significantly higher yield (p

Assessment Of Novel Plant-Based Fat Efficiency In Comminuted Chicken Meat System, Salma Mohamad Yusop, Shu Jo Lin, Nurkhuzaiah Kamaruzaman, Nurlisa Mohd Azhari

ASEAN Journal on Science and Technology for Development

The composition of fats and oils significantly impacts the flavour, nutrition, and appearance of food. Excessive consumption of saturated fatty acids, primarily found in animal fats, raises the risk of coronary heart disease. To address this, plant-based fats are used as substitutes, with microalgae offering unique nutritional benefits as a fat source. This study evaluates the performance of structured plant-based fats, incorporating microalgae (Aurantiochytrium sp. SW1), as a fat substitute in chicken patties. Four formulations were tested: 0% (control), 5%, 7%, and 10% structured microalgae-based fat. Colour, texture, water-holding capacity, cooking loss, and microstructure in both raw and cooked samples …

Development Of Halalan Tayyiban Plant-Based Cheese Formulations, Hasna B. Mazalana, Mas M. Rambli, Syazana A. Lim, Beston F. Nore

ASEAN Journal on Science and Technology for Development

The worldwide cheese production is dominated by animal milk sources with various industrial procedures, including animal rennet. There is a need to diversify the animal-based dairy products into plant-based one, not only to nurture the halalan tayyiban concept for Muslims, but also to accommodate the dietary restriction of some consumers. The objective of this work is to formulate a cheese type derived from plant-based milk with permissible ingredients to create a product for Muslim and non-Muslim consumers. In this study, we explored the use of conventional and non-conventional cheese-making procedures. A total of four experimental formulations (EF1-4) combinations were conducted …