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Home > Exploiting Sensor Data Semantics for Smartphone-Based Lifelogging: Towards the Development of Digital Prosthetic Memory on Smartphones

Exploiting Sensor Data Semantics for Smartphone-Based Lifelogging: Towards the Development of Digital Prosthetic Memory on Smartphones

Thesis Info

Access Option

External Link

Author

Shaukat Ali

Program

PhD

Institute

University of Peshawar

City

Peshawar

Province

KPK

Country

Pakistan

Thesis Completing Year

2010

Thesis Completion Status

Completed

Subject

Computer Science

Language

English

Link

http://prr.hec.gov.pk/jspui/bitstream/123456789/9023/1/Shaukat%20Ali%20PhD%20Thesis.pdf

Added

2021-02-17 19:49:13

Modified

2024-03-24 20:25:49

ARI ID

1676727755655

Similar


The paradigm of lifelogging promises the development of automatic systems for recording users'' life events information digitally and develops an electronic prosthetic memory for providing complementary assistance to human biological memory. Several lifelogging systems are invented by assimilating computing and sensory technologies to capture, annotate, and retrieve lifelong information. The wearable technology has gained market traction; however, has several limitations including hard-to-work environment, number of sensors, uni-faceted, etc. Therefore, they are unable to use contextual semantics for organizing lifelog information like in human episodic memory. In addition, the large-scale adaptation of lifelogging is possible, if lifelogging functionality is integrated in devices that are already owned and maintained by users. To bridge the gap, this thesis examines smartphone technology for developing a common understanding of using smartphone as a de-facto lifelogging device. The various contextual semantics from smartphone sensors data and their potential applications in lifelogging are identified. The semantic model (i.e., ontology) is developed and tested for using the contextual semantics to organize, annotate, and relate lifelog information in similar to human episodic memory, and provide enough contextual cues to recall lifelog information like associative recall in human memory. The semantic framework is proposed to unify the research efforts by incorporating smartphone''s sensors and processing capabilities, and semantic model to develop a semantically enriched digital prosthetic memory on smartphone. The proof-of-concept application called Semantic Lifelogging (SLOG) is developed to show the practicality of the proposed framework. The empirical evaluation has shown effectiveness of the methodology. In addition, future research directions are highlighted to help researchers in finding research topics.
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الباب الأول: المقارنة بین عصر نازك الملائكة وعصر

الباب الأول: المقارنة بین عصر نازك الملائكة وعصر

سنتحدث في ھذا الباب عن عصر نازک الملائكة وعصر بروین شاکر وکیف کانت أحوال الأدب في عصرھما، وسنتحدث في الفصل الاْول عن الأدب المقارن بشكل مختصر وما الفرق بين الموازنة والمقارنة، وعن بدایۃ الشعر الحر وماھي حقیقتہُ، عن ثم شعراء عصر النھضۃ الحديثة والتعرف علیھم وماھي مکانۃ نازک الملائکۃ بین شاعرات عصرھا۔
أما في الفصل الثاني فسنتحدث عن الشعر الحديث في شبہ القارۃ الھندیۃ والتعرف علی بعض شعراء وشاعرات هذا العصر وما ھي حقیقۃ الأدب النسائي وما ھي مکانۃ بروین شاکر بین شاعرات عصرھا۔

سیرت نبویﷺ کے منتخب موضوعات (نبوت، وحی اور معجزات) سے متعلق لزلے ہزلٹن کے آراء کا تحقیقی جائزہ

All mighty Allah (SWT) has created man and made him crown of the nature. For the physical needs of human being, Allah provided him all the needful things. In the same way, Allah (SWT) sent his prophets for the spiritual guidance of mankind. Prophet Muhammad (SAW) was the last messenger of this chain of the prophets. The Prophet hood of Muhammad (SAW) was for the whole of the mankind, for all the people till the day of judgment. Because Allah (SWT) called him the “Seal of the prophets”. And it the gift of Allah to whom he wants to give, he gives. Nobody can achieve this (prophet hood) by its struggle. All the prophets of Allah (SWT) were given instructions through revelation. Some people, who were unable to accept Islam, would make jokes of the teachings of the Prophet (SAW), but he continued his mission and the world witnessed a day when Islam spread all over the world. Some non-Muslims, specially the orientalists, tried to pin point some aspects of the life of the Holy Prophets (in their thinking) but as Allah (SWT) said: And we raised high your name. (Al-Quran: 94: 4) Lesley Hazelton is one of those orientalists. She wrote many books about Islam. Her famous book is “The First Muslim-The Story of Muhammad” in which she has targeted many aspects of the Holy Prophet Muhammad (SAW). This article discusses her views about the Prophet hood, Revelation and the Miracles of the Holy Prophet (SAW). It is out of the human mind to understand the reality of the Prophet hood and revelation. It is the gift of Allah to whom he wants, He gives prophet hood. The family, fame, wealth and physical strength cannot be the reasons for the achievement of Prophet hood. The human mind cannot grab the reality of the revelation. 

Analyzing Effects of Air Decks on Fragmentation and Economics of Bench Blasting

The airdeck blasting technique has been used in the past to reduce the explosive charge and to improve the rock fragmentation. However, the mining and construction industry of Pakistan has always been reluctant to use airdecks in their blasting operations. This is due to the fact that researchers and practitioners have a divided opinion about the efficiency of this technique. In fact, several attempts in the past have been made to find out the best position and optimum length of airdeck for better fragmentation. Since, in the previous studies most of experiments were carried out under varying geological conditions, it was very difficult to suggest the best possible location and optimum length for airdeck in an explosive column for better fragmentation. In order to find out the best position of airdeck in explosive column that yields better fragmentation, it was necessary to carry out all experiments on homogeneous material and in controlled geological conditions. So that research findings indicate a correlation between the concerned variables only and a benchmark research could be established. Therefore, special homogeneous concrete blocks were designed for this research. These concrete blocks eliminated the heterogeneity and anisotropy of rock material, such as the fractures, folds, faults and joints of rock. Such factors have been found to play a very crucial role in the size of debris produced from the blasted rock material. This research will address two fundamental questions; the technical and the economic efficiency of the airdeck blasting technique. All the blasting experiments in this study were carried out in two phases. In the first phase, a series of small scale experiments was conducted using homogeneous concrete blocks. In order to find out the proper position and optimized length of the airdeck, it was ensured that the concrete blocks had almost the same uniaxial compressive strength. More than 40 tests with concrete blocks were performed for this purpose. The evaluation of fragmentation by sieve analysis revealed that an improved rock fragmentation was achieved when the airdeck was placed in the center of the explosive column. Moreover, it was also observed that the mean blasted rock fragment size increased with the increase in airdeck size and the best results were achieved at 20% airdeck length. In the second phase of this research, the results of experimentation on concrete blocks were validated on relatively homogeneous limestone at two cement quarries: DG. Cement Chakwal and Askari Cement Nizampur. Several test blasts were carried out with full column charge without airdeck and with 20% airdeck length placed at middle of explosive column. The analysis of fragmentation for the benches after blast was done using Split Desktop software. Subsequently it was deciphered that at both the cement quarries, better fragmentation was achieved by placing airdeck at middle of explosive column as compared to when there was no airdeck in the full column charge. This research work also includes the use of multiple airdeck lengths placed at middle position of explosive column for the limestone quarry and the results indicate improved fragmentation. The results of this research work clearly indicate that airdeck, when placed at middle position of an explosive column produce more uniform blasted rock size distribution compared to that at other positions. Moreover, the optimum length of airdeck is 20% of the total length of explosive column and it improves environmental factors like fly rocks, air blast, ground vibrations etc. The underlying reason behind this is that the airdeck at middle position results in multiple impacts of shock wave that leads to an efficient transfer of explosive energy in the surrounding rocks. Economic analysis of explosive cost at both quarries was also conducted in this study. From economic analysis at DG Cement Chakwal, it was observed that up to 2.5 rupees per tonne of explosive cost could be saved by adopting 20% mid-airdeck length in the explosive column as compared to the cost incurred for conventional blasting techniques. By using above mentioned technique, saving per tonne can be increased by 16% and rupees 750,000 can be saved at the DG. Cement quarry monthly assuring an annual saving of rupees 9 million. Similarly, the economic analysis conducted from the results of blasting at Askari Cement Nizampur, it was observed that 2.6 rupees per tonne of explosive cost can be saved by adopting 20% mid-airdeck length in the explosive column to enhance the fragments as compared to the cost incurred for conventional blasting techniques. Therefore, using 20% mid-airdeck length in explosive column, saving per tonne can be increased by 10.4% and rupees 468,000 can be saved at the Askari Cement quarry monthly assuring an annual saving of 5.6 million rupees. By using 20% airdeck lengths in explosive column, Rs. 44.33 million can be saved annually for explosive used by Punjab, province of Pakistan. This amount can be calculated for other provinces of the Pakistan as well. There are many other minerals is Pakistan which require blasting for their production. If we could use the improved airdeck blasting technique for the production of those minerals, billions of rupees can be saved annually. Moreover, by incorporating the effect of even fragmentation from blasting on downstream processes like crushing, milling etc. millions of rupees can be saved. It is anticipated that this study will provide answers and guide lines to researchers and practitioners who were confused about best location and optimum length of airdeck to be used in explosive column for achieving the optimum fragmentation.