Massimo melucci s 165 research works with 1,323 citations and 4,036 reads, including. A probabilistic model for stemmer generation extended abstract. Save up to 80% by choosing the etextbook option for isbn. It is employed to fulfill some information need from a larg. Sep 03, 2016 massimo melucci context modeling and discovery using vector space bases proceedings of the 14th acm international conference on information and knowledge management, acm new york, ny, usa, pp. We are calling for papers to join us on 19th oct 2019 in melbourne, australia.
Acm transactions on information systems tois 26 3, 141, 2008. Quantum mechanics and information retrieval researchgate. Although software frameworks for contextual enrichment of. Citescore measures the average citations received per document published in this title. Massimo meluccis research works university of padova, padova. Massimo melucci gives a lot of basic references on the use of rank correlation in retrieval evaluation.
Nov 02, 2012 the tutorial about quantum probabilities and quantuminspired information retrieval i held in october 2012 at the ir autumn school of the german information retrieval specialist group at schloss dagstuhl, germany. Amit kumar jaiswal, haiming liu, ingo frommholz proceedings of 42th european conference on information retrieval, 2020. Guarda il profilo completo su linkedin e scopri i collegamenti di massimo e le offerte di lavoro presso aziende simili. Information retrieval ebook by 9783319254852 rakuten kobo. Massimo melucci a basis for information retrieval in context, acm transactions on information systems, vol. Massimo melucci, nicola orio, combining melody processing and information retrieval techniques. Query autocompletion qac is a prominently used feature in search engines, where user interaction with such explicit feature is facilitated by the possible automatic suggestion of queries based on a prefix typed by the user. Databases information retrieval programming in python phd program in neuroscience. Information retrieval ebook by 9783319417189 rakuten kobo. Towards word embeddings for improved duplicate bug report retrieval in software repositories. Above all, the book offers clear guidance on whether, why and when to effectively use the mathematical formalism and the concepts of the quantum mechanical framework to address various foundational issues in information retrieval. Quantum language modelbased query expansion proceedings. Information retrieval ir is the complex of models, languages, and.
The twentythird text retrieval conference trec 2014 proceedings. In this chapter, we describe how the intersection between information retrieval and the quantum mechanical. In this paper we, in essence, point out that the methods used in the current vector based systems are in conflict with the premises of the vector space model. Report onthe quantum informationaccess and retrieval theory. The north american chapter of the association for computational linguistics naacl, 2019. This book constitutes the thoroughly refereed proceedings of the 9th russian summer school on information retrieval, rus. Towards word embeddings for improved duplicate bug report. Bichlien doan, joemon jose, massimo melucci and lynda taminelechani eds. Advanced topics in information retrieval massimo melucci springer. Easily share your publications and get them in front of issuus.
White workshop on contextual information retrieval part of the 6th international and interdisciplinary conference on modeling and using context, context 2007 roskilde, denmark, august 2007. Quantum probabilities and quantuminspired information retrieval. Massimo melucci gives a lot of basic references on the use of. In the last issue of the sigir forum i found a very interesting in my opinion is the article of massimo melucci. Towards modeling implicit feedback with quantum entanglement. We will be running a workshop called birds bridging the gap between information science, information retrieval and data science, which aims to foster the crossfertilization of information science is, information retrieval ir and data science ds.
His research interests include information retrieval modeling and contextual search. Finally we will show some results demonstrating that qm id useful for ir. Massimo ha indicato 2 esperienze lavorative sul suo profilo. Proceedings of the second international conference on web search and web data mining, wsdm 2009, barcelona, spain, february 911, 2009 acm 2009 242. Introduction to information access and retrieval by massimo melucci, university of padova, italy. Advanced topics in information retrieval the information retrieval series 2011th edition. On search topic variability in interactive information retrieval. Quantumlike structure in multidimensional relevance judgements. This work describes an algorithm which aims at increasing. Report onthe quantum informationaccess and retrieval. Maristella agosti, fabio crestani, massimo melucci. Michela bacchin, nicola ferro, and massimo melucci department of information engineering university of padua.
Information retrievaltowards a model of implicit feedbackdecompositiona methodology for implicit feedbackconcluding remarks towards modeling implicit feedback with quantum entanglement massimo melucci talk by emanuele di buccio department of information engineering university of padua quantum interaction oxford, uk, 26th 28th march 2008. In this seminar we will analyze how quantum mechanics qm can be useful for information retrieval ir. Issuu is a digital publishing platform that makes it simple to publish magazines, catalogs, newspapers, books, and more online. The lecture introduced the ir problem and fundamental concepts such as information, data, query and relevance. Massimo melucci context modeling and discovery using vector space bases proceedings of the 14th acm international conference on information and knowledge management, acm new york, ny, usa, pp. Since the early 1990s massimo melucci has been carrying out research in information retrieval ir, that is, the automated retrieval of information relevant to users needs. Best explainable nlp paper benyou wang, qiuchi li, massimo melucci, and dawei song. He has been teaching and doing research in information retrieval since 1993. Associate professor of computer science university of padua department of information engineering via gradenigo, 6, 351, padova, italy building deig, 3rd floor, room 312 massimo. The tutorial about quantum probabilities and quantuminspired information retrieval i held in october 2012 at the ir autumn school of the german information retrieval specialist group at schloss dagstuhl, germany. Publication date 2004 topics text processing computer science. Tachir is the tool for the automatic construction of hypertexts for information retrieval ir designed and developed by the information systems management research group at the department of electronics and computer science of the university of padova, italy tachir was developed. Massimo melucci associate professor university of padua.
Introduction to information retrieval and quantum mechanics hardcover. Bruno scarpa performance and variants of the minimax algorithm and the dots and boxes game. Once production of your article has started, you can track the status of your article via track your accepted article. Text retrieval conference trec trec 2014 proceedings. Proceedings of the 2nd international workshop on contextual information. Advanced topics in information retrieval springer for. Everyday low prices and free delivery on eligible orders. On the use of information retrieval techniques for the automatic construction of hypertext. Aug 06, 2019 we are calling for papers to join us on 19th oct 2019 in melbourne, australia. A proposal for the evaluation of adaptive personalised. Amit kumar jaiswal, phd student at university of bedfordshire. This book introduces the quantum mechanical framework to information retrieval scientists seeking a new perspective on foundational problems.
This paper proposes that contextual, and specifically personalised, approaches to information retrieval could benefit from the experience of the adaptive hypermedia community. This barcode number lets you verify that youre getting exactly the right version or edition of a book. He authored a book on contextual search now publisher, 2012 and an introduction to information retrieval and quantum mechanics springer, 2015. This book constitutes the thoroughly refereed postconference proceedings of the 5th international symposium on quantum interaction, qi 2011, held in aberdeen, uk, in june 2011. Information retrieval and machine learning, by massimo melucci massimo melucci has been associate professor in computer science at the department of information engineering of the university of padua, italy, since 2001. Relevance weighting of search terms robertson 1976.
An interpretable complexvalued network for matching. The main mathematical approaches to information retrieval are examined in this study, including both algebraic and probabilistic models, and the difficulties which impede the formalization of. An efficient information retrieval ontology system based. Massimo meluccis 165 research works with 1,323 citations and 4,036 reads, including. Full text of string processing and information retrieval. He lectured in information retrieval in university programmes, schools and seminars. The lecture was focused on the introduction of the main ir concepts, ir models and evaluation. Buy introduction to information retrieval and quantum mechanics the information retrieval series 1st ed. Massimo melucci is a professor of computer engineering at the university of padova, italy. This book constitutes the thoroughly refereed proceedings of the 8th russian summer school on information retrieval, rus. Quantum probabilities and quantuminspired information. Advanced topics in information retrieval by massimo melucci, 9783642209451, available at book depository with free delivery worldwide. On rank correlation in information retrieval evaluation.
As such, it concentrates on the main notions of the quantum mechanical framework and describes an innovative range of concepts and tools for modeling information representation and retrieval processes. Evaluation of information retrieval systems using structural equation modelling massimo melucci june 26, 2018 abstract the interpretation of the experimental data collected by testing systems across input datasets and model parameters is of strategic importance for system design and implementation. Information retrieval is the science concerned with the effective and efficient retrieval of documents starting from their semantic content. Emanuele di buccio and massimo melucci department of information engineering, university of padua, italy ut two selfless contributions to web search evaluation djoerd hiemstra and robin aly university of twente, the netherlands. Spina is a software architecture that aims at encompassing indexing and retrieval of. Introduction to information retrieval and quantum mechanics. Proceedings of the 2018 acm sigir international conference on theory of information retrieval september 2018 pages 167170. Citescore values are based on citation counts in a given year e.
To achieve this, we provide a tagbased recommender system with a highly scalable implementation that is proposed with the aim of providing performance and reusability in a software as a service saas package. Massimo melucci is associate professor in computer science at the university of padua, italy. Massimo meluccis 165 research works with 41 citations and 4061 reads. More importantly, it is felt that this investigation will lead to a clearer understanding of the issues and problems in using the vector space model in. Massimo melucci predicting the electrical stimulus in the somatosensory evoked potential test time dependent medical data analysis in a data mining context. The information retrieval series massimo melucci introduction to information retrieval and quantum mechanics the inf. As such personalised information retrieval and response composition approaches become more widely used, traditional evaluation measures become less effective and applicable. In particular, he investigates and experiments theoretical models especially from a geometrical, probabilistic, and statistical perspective. Massimo melucci has been an associate professor of computer science at the department of information engineering and faculty of statistics of the university of padua, italy since 2001. Advanced topics in information retrieval massimo melucci. Massimo meluccis research works university of padova. It is employed to fulfill some information need from a large number of digital documents. Introduction to information retrieval and quantum mechanics pdf.
Introduction to information retrieval and quantum mechanics by massimo melucci and publisher springer. The considerations, naturally, lead to how things might have been done differently. Weaving services and people on the world wide web, features some of the. The use of general descriptive names, registered names, trademarks, service marks, etc. Emanuele di buccio and massimo melucci department of information engineering, university of. Research and development in information retrieval sigir, 2019.