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LANA: An Arabic Conversational Intelligent Tutoring System for Children with Autism Spectrum Disorder<br />

Phytochemical and Antimicrobial Studies on Selected Medicinal Plants from the Iraqi Flora<br />

Sumayh Aljameel<br />

Autism spectrum disorder (ASD) is a lifelong developmental disability, which affects communication skills, social skills and<br />

repetitive behaviour. Several studies reported that people with ASD have the ability to deal with technology and<br />

computers more effectively than the general population. People with ASD have differences in learning styles. Learning<br />

style is a set of factors, attitudes and behaviours that facilitate learning for an individual in a given situation. Researchers<br />

have suggested that there are three kinds of learning styles (VAK): through seeing (visual), through hearing (auditory), and<br />

through touching an object (kinaesthetic). In Saudi Arabia, the number of children who are diagnosed with autism is<br />

increasing. The Saudi Government supports education for these children by inclusion of the children in mainstream<br />

schools. However, most of these schools have a lack of specialised or trained teachers to deal with autistic children’s<br />

needs. One solution to this problem is to use a virtual tutor to educate children with ASD in mainstream schools. The<br />

fundamental research question addressed in this project is can an Arabic Conversational Intelligent Tutoring System<br />

(ACITS) adapt to the VAK learning styles for autistic children and enhance their learning. The proposed ACITS architecture<br />

uses a combination of Arabic Pattern Matching and Arabic Short Text Similarity to adapt VAK learning style to enhance an<br />

individual’s learning in a particular domain (science). The ACITS is aimed at children with autism (10 to 16 years old) who<br />

have reached a basic competency with the mechanics of Arabic writing. The new ACITS, known as LANA, will use the<br />

learning gain measurement to evaluate the ability of ACITS to personalise the learning of individual through adaptation of<br />

learning style in schools.<br />

To date, the first prototype has been developed and a preliminary evaluation of the ACITS and its components has been<br />

conducted with non-autistic children in order to highlight the strengths and weaknesses. The results show that there is<br />

statistically a significant difference between user’s scores with and without using the VAK learning style. In addition, the<br />

users who learned using the VAK model are much happier with remembering what they have learned from LANA (91.7%)<br />

than users who learned without using the VAK model (50%), indicating that LANA CITS can adapt the user’s learning style<br />

and enhance their learning. Moreover, the results show that LANA CITS is effective as an Arabic CA with the majority of<br />

conversations leading to the goal of the conversation and the majority of the corrected responses (89%). Current work is<br />

in developing prototype 2 of LANA in conjunction with teachers for a pilot with autistic children in Saudi Arabia.<br />

Phytochemical and Antimicrobial Studies on Selected Medicinal Plants from the Iraqi Flora<br />

Shaymaa Al-Majmaie, Lutfun Nahar, George P. Sharples, Satyajit D. Sarker<br />

Herbal medicine is the oldest type of treatment for the maintenance of health and for the prevention of disease, especially<br />

in developing countries. Natural products are small molecules, which are secondary metabolites that are not involved in<br />

plant growth, development or reproduction. During the last century research was driven mainly towards extraction of<br />

plant materials, and isolation of active compounds as potential drug candidates for pharmaceutical industries. In the<br />

present study, five plants from the Iraqi flora have been selected because of their traditional medicinal uses, especially in<br />

the treatment of infectious diseases. The plants are Ruta chalepensis, Citrus sinensis, Punica granatum, Citrus grandis and<br />

Ricinus communis. All of the plant extracts have been tested against Micrococcus luteus, Escherichia coli, Staphylococcus<br />

aureus, Pseudomonas aeruginosa and Candida albicans, using agar diffusion assay and the resazurin assay. Analytical<br />

studies on the extracts have also been carried out using HPLC. Ruta chalepensis was selected for a detailed investigation<br />

of its chemical and antimicrobial properties with the ultimate aim of isolating and purifying the compound responsible for<br />

antimicrobial activity.

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