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Ontology for Inter-Research Paper Similarity Measures Cores and its Applications

Thesis Info

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Author

Mahmood, Qamar

Program

PhD

Institute

Capital University of Science & Technology

City

Islamabad

Province

Islamabad.

Country

Pakistan

Thesis Completing Year

2019

Thesis Completion Status

Completed

Subject

Computer Science

Language

English

Link

http://prr.hec.gov.pk/jspui/bitstream/123456789/11803/1/Qamar%20Mahmood%20CS%202019%20cust%20isb%20prr.pdf

Added

2021-02-17 19:49:13

Modified

2024-03-24 20:25:49

ARI ID

1676727801449

Similar


A large number of research papers are being published and indexed regularly by systems such as search engines, citation indexers, and digital libraries, enabling re searchers to explore through these papers. Most of the users feel frustrated due to the large number of results for similar research papers with many of these results are not similar at all. A careful analysis of these systems to find similar research papers reveals a major problem that research paper based similarity measuring techniques have not been conceptually modelled to find the similarity measures with a reasonable accuracy. In order to solve this problem an ontology to model the domain of research papers similarity measures is required. While surveying content based similarity measuring techniques, it was found that these techniques were not integrated with each other, to formulate a hybrid technique without overlappings and redundancies in methods and features. We have surveyed differ ent ontologies relevant to research paper similarity measures domain, finding that none of these were modeling this domain. In this thesis, content based similarity measuring techniques were modelled in the form of ontology named as COReS (Content based Ontology for Research paper Similarity) which has been evaluated using automated evaluation tools and user study based evaluation techniques. An important application of COReS is finding research paper similarity measures in a comprehensively by using knowledge about relationships between different sim ilarity measuring techniques demonstrated using four use cases. An experiment was also performed on a gold standard data set of research papers to compute comprehensive similarity measures using COReS. The results of Fractional Re gression Coefficient (Percentage Difference) between user study based similarity measure (as a benchmark) and comprehensive similarity measure were computed. It was found that comprehensive similarity measure was more correlated to user study based similarity measure with a value of 47% for Fractional Regression Co efficient as compared to vector space based and InText citation based similarity measuring techniques and their combinations. COReS models only the content based similarity measuring techniques, the model can be extended for other simi larity measuring techniques for example Collaborative Filtering, Item Centric etc. COReS can also be aligned with other relevant ontologies (SPAR) to enhance its adaptation by community.
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الوداع بابا

الوداع بابا

کل مریم نواز نے کہا

کہ ڈرتے ہیں بندقوں والے ایک نہتی لڑکی سے

اس کے جواب میں نور الہدا شاہ نے ایک تلخ حقیقت بیان کر دی

ایک نہتی لڑکی

راولپنڈی جیل

4اپریل 1979ء

صبح سے پہلے

میرے والد کو قتل کر دیا گیا

ویران بدو دار سہالہ پولیس کیمپ میں

میں اور ماں مقید

وہ کربناک رات گزارنے کے لیے مجھے ماں نے نیند کی گولی دی تھی

اچانک

میں بستر میں اٹھ کر بیٹھ گئی

نہیں پا پا نہیں

میری چیخ نکل گئی

ایک نہتی لڑکی

میں نے جیلر کو کہا

ہمیں وزیر اعظم کے ساتھ جا نا ہے

اس نے کہا ،وہ انہیں دفنانے کے لیے لے جا چکے ہیں

گھر والوں کے بغیر انہیں دفنانے لے گئے میں نے تلخی سے پوچھا

کہاں لے گئے ہیں ؟

وہ چپ

میں ششدر کھڑی رہی

ذوالفقار علی بھٹو جو عوام کے ووٹوں سے منتخب ہوئے تھے

موت کی نیند سلا دیے گئے تھے

ایک نہتی لڑکی

میں جیلر کے سامنے بے بس کھڑی تھی

میرے ہاتھوں میں میرے والد کے آخری کپڑے تھے جن سے ابھی تک پرفیوم کی خوشبو آ رہی تھی

میں نے قمیض کو اپنے ساتھ بینچ لیا

مجھے کیتھی کینڈی یاد آ گئی

جس نے اپنے باپ کے قتل کے بعد اس کا لباس پہن لیا تھا

میں بھی کئی راتیں بابا کی قمیض تکیے کے نیچے رکھ کے سوتی رہی

 

 

 

MANAJEMEN PENDIDIKAN ISLAM DI PESANTREN: PERSPEKTIF EPISTEMOLOGI

Management of Islamic education in pesantren needs to return to its historical roots in order to confirm the identity, character, distinctiveness and uniqueness. There is a spirit that is timeless, even the underlying model of ideal education in the contemporary era. Development of Islamic epistemology for education should be able to give birth to a generation of Muslims who worships in the field of religion and experts in the field of science and technology. Pesantren as an educational institution of Islam with a good management should be able to play its role to achieve this goal. Whereas in fact there who think that pesantren have not been able to put its strategic position in the development of science in accordance with the times. Nevertheless, the existence of Islamic educational institutions such as pesantren is evidence that pesantren have been organized in a good management so that it can survive in changing times from time to time. More precisely knowing Islamic education management in pesantren from the perspective of epistemology may illustrate that pesantren will continue to be needed to confront the changing times.

A Comparative Study of Management Practices in Multinational and National Organizations in Pakistan

Today’s organization are facing the challenge and threats then ever before due to rapid changes in the business environment. It is not only the change itself; it is the pace of change and the speed of the communication of that change that presents such a great challenge. Thus this creates the need that the profession of management must be harmonized to cope with the speed of these changes. The specific objectives of this study are to obtain an understanding of the general management practices of organizations operating in Pakistan vis-a vis understanding the differences in management practices among national and multinational organizations. A large number of studies and analysis have been conducted in developed countries like USA, UK, Japan, France, Germany etc to gain an insight of the specific management practices and its peculiar aspect that are responsible for performance improvement of organizations. The research in this area is minuscule in Pakistan with a limited number of certain agencies whose research was circumscribed within a restricted domain. However the contribution of Lahore University of Management Sciences (LUMS) is worth mentioning. This study aimed at comparing management practices among national and multinational organizations; therefore the target population was a specified number of national organizations of size medium to large from various fields compared with multinational organizations of various disciplines. Since the basic parameters of management are same for any type of organization, the focus of study was concentrated at its various aspects such as planning mechanism, leadership style, motivation and teamwork, production management, and corporate social responsibility.The diversity of the organizations provided an opportunity to obtain an indepth investigation and determine the causes for the similarity and dissimilarity of the management attributes, which is the main essence of this study. Organizations serve as the backbone for the economic development and prosperity of a country. Pakistan though being an agricultural country but industrialization precedes agriculture in the sense that agricultural developments and advancements is possible through industries only and industries can thrive if they are successful in applying the appropriate and timely management techniques.Pakistan is a country which is of strategic importance to the world; it serves as a hub by linking the economies of the world. The location is strategic with a view that Pakistan is the nucleus of three powerful economies namely Central Asian economy including China, South Asian economy including populous India, Bangladesh and Indonesia; and on the west Middle East West Asian economies which are major sources of oil supply and reserves to the rest of the world.China is one of the fastest growing country in the Central Asian economy. According to PricewaterhouseCoopers (PWC) one of the top business consultancy in its report said that by 2030 the top ten world economies would be China, United States, India, Japan, Brazil, Russia, Germany, Mexico, France and Britain. The Current ten largest economies according to 2008 data from the International Monetary Fund (IMF) are the United States, Japan, China, Germany, France, Britain, Italy, Russia, Spain and Brazil. The World Bank in its annual report 2009 of ‘Ease of Doing Business’ recognized Pakistan as the 85th most business friendly country in the world. The Ease of Doing Business index is an index created by the World Bank and it is based on the average of ten sub-indicators with the input and verification of more then 5,000 government officials. In this scale Singapore stands top and Central African Republic stands last on serial 183 in the list. Pakistan’s position as compared to neighboring countries is; China is ranked 89, India 133, Afghanistan 160 and with respect to South Asian Countries Pakistan’s rank is better as compared to Sri Lanka which holds 105, Bangladesh 119 and Nepal 123.Unfortunately for the last few years the country is facing a situation of uncertainty and crisis that it had not faced before. The internal turmoil and chaos within the country, the rising rate of inflation, deteriorating law and order situation, terrorism, extremism, shortages of general commodities, electricity crisis, foreign policy issues, and many other related factors has affected the corporate world also that demands an effective management system to survive in the face of these competitive forces.A comparative study of management practices reveals that although Pakistan is suffering a number of anomalies but still the country is ranked to be a business friendly country and their exist immense potential that can be materialized and explored. This requires that the organizations must consider those management areas which need to be focused such as managing quality and productivity through effective planning and proper leadership without creating an imbalance condition in organizations responsible for creating frustration among employees. Thus the organizations in Pakistan have the opportunity to play their roles in this regard by stressing for an effective management system that will allow them to realize benefit from this opportunity.