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Recommending Relevant Papers Using In-Text Citation Frequencies and Patterns

Thesis Info

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Author

Shahid, Abdul

Program

PhD

Institute

Capital University of Science & Technology

City

Islamabad

Province

Islamabad.

Country

Pakistan

Thesis Completing Year

2016

Thesis Completion Status

Completed

Subject

Computer Science

Language

English

Link

http://prr.hec.gov.pk/jspui/bitstream/123456789/9702/1/Abdul_Shahid_Computer_Science_2016_CUST_Islamabad_10.05.2016.pdf

Added

2021-02-17 19:49:13

Modified

2024-03-24 20:25:49

ARI ID

1676727819982

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Scientific publications are growing exponentially. For example, more than 50 million journal papers have been published till now, and more than 2 million journal papers are added to the scientific knowledge every year. The published conference papers are in billions, and millions others are added every year. The world famous scientific databases such as Web of Science, Scopus, and PubMed etc index millions of such scientific papers, and that also despite the fact that their index either belongs to specialized domain or it is selective. There is another comprehensive index known as Google Scholar, indexes huge scientific knowledge from different domains. These systems make available the scientific knowledge to researchers. The advancement in research is always possible by standing on the shoulders of others. However, when users attempt to identify relevant papers from the mentioned systems or other similar systems, they are given millions of papers and are asked to select the most relevant papers manually by skimming those millions of papers. This creates frustration, and generally all of the selected papers do not belong to the list of papers which the users must read. In this task, many important papers are overlooked by the users as well. The identification of relevant papers from such a big data has attracted a number of researchers across the globe to find solutions to this problem. The contemporary approaches use a variety of techniques for the identification of the relevant documents such as content based approaches, metadata based approaches, collaborative filtering based approaches, co-citation analysis, and bibliographic analysis etc. However, the state-of-the-art research lacks in many directions such as its inability to find the nature of relationship between scientific documents and its failure to find how strongly two scientific documents are linked up, based on their relationship strength. To address these issues, this thesis designs, implements, and evaluates a novel approach that facilitates researchers to identify the most relevant papers in their domains. The proposed approach identifies the most relevant papers from the list of cited-by papers for the cited paper. This thesis works on the in-text citation frequencies and in-text citation patterns to identify the most relevant papers. In-text citation frequency is the number of occurrences of citations of one paper in the text of the other paper. In-text citation frequency patterns are the in-text citation evidences in different sections of the paper. The system has been implemented as a prototype for 3 CiteSeer. The proposed system has been evaluated using a number of user studies. The proposed approach shows encouraging results and assists the scientific community to identify the most relevant papers from a huge list of papers.
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۔ خاندان مراتب اور ادب

خاندان مراتب اور ادب

                سیّد مراتب علی اختر کے اجداد سے لے کر اب تک گیلانی سادات ادب کے پودے کی آبیاری میں مصروف ہیں۔ یوں تو تصوف اور ادب کا چولی دامن کا ساتھ ہے اس لئے اہل تصوف کا ادب شناس اور صاحب ذوق ہونا لازمی امر ہے مگر اس خاندان کی ہستیاں جنھوں نے خود شعر کہے ان کا ذکر کچھ یوں ہے۔

حضرت شیخ غوث محمد اُچی

                آپ سادات شیخو کے جدّامجد ہیں آپ صاحبِ دیوان شاعر تھے اور آپ کا دیوان ’’دیوانِ قادری‘‘ کے نام سے موجود ہے۔(۱)پروفیسر ڈاکٹر محمد جمیل قلندر اس پر تحقیق کر رہے ہیں۔آپ مشاہیر و اکابرسادات حسنی ہیں حضرت غوث ِاعظمؒ سے نسبت آبائی ہے۔ صاحبِ عظمت و کرامت، واقفِ منقول ومعقول تھے۔ عبادت و ریاضت اور زہدوورعمیں یکتائے روزگار تھے۔

سیّد اصغر علی گیلانی صاحبِ شجرۃ الانوار رقم طراز ہیں کہ سیّد محمد کے بزرگوں میں سے اوّل سید ابوالعباس بن سید صفی الدین سیدعبدالقادر جیلانیؒ اپنے چھوٹے بھائی سید ابو سلیمان کے ساتھ 656ہجری میں ہلاکو خاں تاتاری کے حملہ بغداد اور قتل و غارت کے وقت بغداد سے نکل کر روم آگئے۔ پھر جب کچھ امن و امان ہوا تو حلب میں آکر اقامت گزین ہوگئے۔ سید محمد غوث یہیں پیدا ہوئے۔ تعلیم و تربیت اپنے والد سے حاصل کی۔ عنفوان شباب میں پدر بزرگوار کی اجازت سے مختلف ممالک اسلامیہ کی سیر و سیاحت کو نکلے ، حرمین الشریفین کی حج و زیارت سے مشرف ہوئے۔ عراق، عرب، ایران، خراسان، ترکستان اور سندھ و ہند کی طویل سیاحت کی۔ یہاں کے اکابر علماء وفضلا اور مشائخ و صوفیا سے ملاقاتیں کیں۔ لاہور بھی تشریف لائے۔چندے یہاں قیام کیا پھر ناگور چلے گئے۔ یہاں ایک مسجد تعمیر کی۔...

مشترک الفاظ ِ قرآنیہ کی توجیہات و تفسیرات

Mushtarak” is a word used for those words that are used in the Holy Qura’n with more than one meaning. These words are a manifestation of Quranic eloquence. They show the diversity of Qur'anic meaning, as well as the differences in their definitions, which have led to interpretation differences in the Qur'an. Due to the common words, the interpretation in the jurisprudence and the opinion of the scholars had expanded. Some interpretive deviations have also been related to these words. The study of the textual literature is important in this context that all discussions of common words should be discussed and the principles of meaning determination should be clearly presented with arguments as well. The contemporary commentaries in which different interpretations have been made from them would also be analyzed. This research would try to provide a narrative on finding  the meaning of such words and the limits within which the different interpretation can be done.

Dna Based Analysis of Thrips Diversity and Thrips-Borne Iris Yellow Spot Virus Tospovirus: Bunyaviridae from Pakistan

Thrips (Thysanoptera) are one of the most economically important groups of crop pests at a global scale which damage a wide range of field and horticultural crops. Some thrips species also serve as vectors of plant viruses. Despite the importance of this tiny insect as pests, predators, fungal feeders, gall formers, pollinators and virus vector, scant work was carried out on their systematics in Pakistan. Currently thrips taxonomy in Pakistan is solely based on morphological identification. Present study focused on thrips species identification based on the morphological characters, and developing a database of thrips fauna and their characterization based on DNA barcoding. Thrips were collected from multiple plants during 2009-2012 at 158 sites in three climatic regions of Pakistan. Twelve species from five genera of the suborder Tubulifera and twenty nine species from seventeen genera of the suborder Terebrantia were identified following standard taxonomic keys. A checklist of species reported in Pakistan since 1947 including thrips from the current survey was compiled. A comparison of our species with those previously reported from this region showed that one species (Apterygothrips pellucidus Ananthakrishnan) from Tubulifera and seven species (Chaetanaphothrips orchidii Moulton, Chirothrips meridionalis Bagnall, Megalurothrips distalis Karny, M. usitatus Bagnall, Neohydatothrips samayunkur Kudo, Taeniothrips major, Thrips trehernei Priesner) from Terebrantia and four genera (Apterygothrips, Chaetanaphothrips, Neohydatothrips, Taeniothrips) were the first reports from Pakistan. Mitochondrial COI sequences were used for discriminating 471 thrips that represented 55 species in the current survey. Sequence analysis revealed that the intraspecific and interspecific distances ranged from 0.0% to 7.5% and 2.3% to 22.3%, respectively. In addition, the study showed that four of the major thrips species in the region, Aeolothrips intermedius, Haplothrips reuteri, Thrips palmi and Thrips tabaci were cryptic species complexes. The study showed that DNA barcoding successfully discriminated regional thrips species including those which were morphologically cryptic. A barcode reference library for thrips from Pakistan was compiled and regional lineages of four important virus-vector thrips were connected with those from other countries by haplotype networks. A survey to determine the xiv incidence of selected tospoviruses was carried out in onion-growing regions of the Punjab province of Pakistan during February-May and September-October 2012 in thirteen administrative districts. Plants with symptoms suggestive of Iris yellow spot virus (IYSV) infection were collected and tested for the presence of the virus by ELISA and RT-PCR. Sequence analysis of RT-PCR amplified nucleocapsid (N) gene confirmed IYSV infection of onion in Pakistan. This was the first report of IYSV infecting onion in Pakistan. A global analysis of more than 100 IYSV N gene sequences was carried out to determine the comparative population structure, spatial and temporal dynamics with reference to its genetic diversity and evolution. Global IYSV population could be grouped into two genotypes, IYSVBR and IYSVNL and the analysis showed that the two genotypes were almost equally distributed. A temporal shift was observed from IYSVNL to IYSVBR genotype over a period of 15 years (1997 to 2013). The diversity in IYSV population and temporal shift in IYSVBR genotype is attributable to genetic recombination, abundance of purifying selection, insignificant positive selection and population expansion. Restricted gene flow between the two major IYSV genotypes (IYSVBR and IYSVNL) further emphasizes the role of genetic drift in modeling the population architecture, evolutionary lineages and epidemiology of IYSV.