NDLI: Learning from users' querying experience on intranets

Please wait, while we are loading the content...

Web-scale user modeling for targeting

From linked data to linked entities: a migration path

The ERC webdam on foundations of web data management

Twitcident: fighting fire with information from social web streams

Associating structured records to text documents

Information cascades in social media in response to a crisis: a preliminary model and a case study

Extraction of onomatopoeia used for foods from food reviews and its application to restaurant search

Exploiting user profile information for answer ranking in cQA

Email between private use and organizational purpose

Context-aware music recommender systems: workshop keynote abstract

User profile integration made easy: model-driven extraction and transformation of social network schemas

From network mining to large scale business networks

Wikidata: a new platform for collaborative data collection

Business session "social media and news

Outage detection via real-time social stream analysis: leveraging the power of online complaints

Cyberbullying detection: a step toward a safer internet yard

WAI-ACT: web accessibility now

SWiPE: searching wikipedia by example

Textual and contextual patterns for sentiment analysis over microblogs

User community reconstruction using sampled microblogging data

Solution mining for specific contextualised problems: towards an approach for experience mining

Analyzing and predicting question quality in community question answering services

Emails as graph: relation discovery in email archive

Data gathering for a culture specific approach in MIR

Multi-application profile updates propagation: a semantic layer to improve mapping between applications

Role-dynamics: fast mining of large dynamic networks

User assistance for collaborative knowledge construction

Graph embedding on spheres and its application to visualization of information diffusion data

Optimizing user exploring experience in emerging e-commerce products

Intelligent crawling of web applications for web archiving

GLOCAL: event-based retrieval of networked media

ProFoUnd: program-analysis-based form understanding

PAC'nPost: a framework for a micro-blogging social network in an unstructured P2P network

Towards situational pattern mining from microblogging activity

Extraction of procedural knowledge from the web: a comparison of two workflow extraction approaches

A classification-based approach to question routing in community question answering

Interpreting contact details out of e-mail signature blocks

Music retagging using label propagation and robust principal component analysis

Personalised placement in networked video

A fast algorithm to find all high degree vertices in power law graphs

Knowledge continuous integration process (K-CIP)

A predictive model for the temporal dynamics of information diffusion in online social networks

FoCUS: learning to crawl web forums

Binary RDF for scalable publishing, exchanging and consumption in the web of data

Combining social web and BPM for improving enterprise performances: the BPM4People approach to social BPM

A social network for video annotation and discovery based on semantic profiling

The impact of visual appearance on user response in online display advertising

Mining conversations of geographically changing users

Collecting, reusing and executing private workflows on social network platforms

Finding expert users in community question answering

Context-sensitive business process support based on emails

Mining microblogs to infer music artist similarity and cultural listening patterns

A user profile modelling using social annotations: a survey

Harnessing user library statistics for research evaluation and knowledge domain visualization

Linking justifications in the collaborative semantic web applications

Targeting online communities to maximise information diffusion

Answering math queries with search engines

User-generated metadata in audio-visual collections

Entity oriented search and exploration for cultural heritage collections: the EU cultura project

GovWILD: integrating open government data for transparency

Impact of ad impressions on dynamic commercial actions: value attribution in marketing campaigns

Characterization of social media response to natural disasters

Contextual trace-based video recommendations

QAque: faceted query expansion techniques for exploratory search using community QA resources

Full-text search in email archives using social evaluation, attached and linked resources

Melody, bass line, and harmony representations for music version identification

Towards an interoperable device profile containing rich user constraints

MenuMiner: revealing the information architecture of large web sites by analyzing maximal cliques

Synchronizing semantic stores with commutative replicated data types

Identifying communicator roles in twitter

Hierarchical composable optimization of web pages

Scalable search platform: improving pipelined query processing for distributed full-text retrieval

The patents retrieval prototype in the MOLTO project

FreeQ: an interactive query interface for freebase

Audience dynamics of online catch up TV

Rumor spreading and inoculation of nodes in complex networks

Learning from users' querying experience on intranets

Socio-semantic conversational information access

Power-law distribution in encoded MFCC frames of speech, music, and environmental sound signals

Large scale microblog mining using distributed MB-LDA

Building consensus via a semantic web collaborative space

File diffusion in a dynamic peer-to-peer network

Delta-reasoner: a semantic web reasoner for an intelligent mobile platform

Building reputation and trust using federated search and opinion mining

End-user-oriented telco mashups: the OMELETTE approach

Querying socio-spatial networks on the world-wide web

Group recommendations via multi-armed bandits

Bursty event detection from text streams for disaster management

Why do you ask this?

Creating a large-scale searchable digital collection from printed music materials

k-Centralities: local approximations of global measures based on shortest paths

Improving Wikipedia with DBpedia

Community cores in evolving networks

Rewriting null e-commerce queries to recommend products

A semantic policy sharing and adaptation infrastructure for pervasive communities

Multilingual online generation from semantic web ontologies

Scalable, flexible and generic instant overview search

A revenue sharing mechanism for federated search and advertising

Automatic sub-event detection in emergency management using social media

Understanding user intent in community question answering

The million song dataset challenge

Building a role search engine for social media

Man-machine collaboration to acquire cooking adaptation knowledge for the TAAABLE case-based reasoning system

Watch me playing, i am a professional: a first study on video game live streaming

Towards expressive exploratory search over entity-relationship data

A generic graph-based multidimensional recommendation framework and its implementations

Making use of social media data in public health

WISER: a web-based interactive route search system for smartphones

Efficient multi-view maintenance in the social semantic web

Location inference using microblog messages

Churn prediction in new users of Yahoo! answers

Towards minimal test collections for evaluation of audio music similarity and retrieval

Community: issues, definitions, and operationalization on the web

Supervised rank aggregation approach for link prediction in complex networks

Data extraction from web pages based on structural-semantic entropy

Semi-automatic semantic moderation of web annotations

SocialSensor: sensing user generated input for improved media discovery and experience

Automatically learning gazetteers from the deep web

BlueFinder: estimate where a beach photo was taken

SocialEMIS: improving emergency preparedness through collaboration

Combining usage and content in an online music recommendation system for music in the long-tail

Predicting information diffusion on social networks with partial knowledge

Clustering and load balancing optimization for redundant content removal

Modeling the flow and change of information on the web

The multilingual web: report on multilingualweb initiative

FindiLike: preference driven entity search

News comments generation via mining microblogs

Emergency situation awareness from twitter for crisis management

Adapting similarity on the MagnaTagATune database: effects of model and feature choices

Collective attention and the dynamics of group deals

Context-aware image semantic extraction in the social web

Mobile web applications: bringing mobile apps and web together

MobiMash: end user development for mobile mashups

MECA: mobile edge capture and analysis middleware for social sensing applications

Social networking trends and dynamics detection via a cloud-based framework design

Augmenting the web with accountability

The CUBRIK project: human-enhanced time-aware multimedia search

OPAL: a passe-partout for web forms

Privacy management for online social networks

The use of social media within the global disaster alert and coordination system (GDACS)

Effects of the recession on public mood in the UK

AMBER: turning annotations into knowledge

The webinos project

Round-trip semantics with sztakipedia and DBpedia spotlight

Fast and cost-efficient bid estimation for contextual ads

Evaluating the impact of incorporating information from social media streams in disaster relief routing

Improving news ranking by community tweets

Chinese news event 5W1H semantic elements extraction for event ontology population

DIADEM: domain-centric, intelligent, automated data extraction methodology

ResEval mash: a mashup tool for advanced research evaluation

Fast query evaluation for ad retrieval

Tweeting about the tsunami?: mining twitter for information on the tohoku earthquake and tsunami

TwitterEcho: a distributed focused crawler to support open research with twitter data

Semi-structured semantic overlay for information retrieval in self-organizing networks

Social media meta-API: leveraging the content of social networks

T@gz: intuitive and effortless categorization and sharing of email conversations

CONSENTO: a consensus search engine for answering subjective queries

Mass and social media corpus analysis after the 2011 great east Japan earthquake

"Making sense of it all": an attempt to aid journalists in analysing and filtering user generated content

ARCOMEM: from collect-all ARchives to COmmunity MEMories

Visual oXPath: robust wrapping by example

Good abandonments in factoid queries

Social media and SMS in the haiti earthquake

Plan4All GeoPortal: web of spatial data

Adding wings to red bull media: search and display semantically enhanced video fragments

Potential good abandonment prediction

Social web in disaster archives

Multimedia search over integrated social and sensor networks

Kjing: (mix the knowledge)

Ubiquitous access control for SPARQL endpoints: lessons learned and future challenges

Tracking entities in web archives: the LAWA project

Interactive hypervideo visualization for browsing behavior analysis

Mining for insights in the search engine query stream

I-SEARCH: a multimodal search engine based on rich unified content description (RUCoD)

Simplifying friendlist management

Developing domain-specific mashup tools for end users

Enabling users to create their own web-based machine translation engine

The RaiNewsbook: browsing worldwide multimodal news stories by facts, entities and dates

Discovery and reuse of composition knowledge for assisted mashup development

Semantic evaluation at large scale (SEALS)

BabelNetXplorer: a platform for multilingual lexical knowledge base access and exploration

Towards personalized learning to rank for epidemic intelligence based on social media streams

H2RDF: adaptive query processing on RDF data in the cloud.

D2RQ/update: updating relational data via virtual RDF

Paraimpu: a platform for a social web of things

HeterRank: addressing information heterogeneity for personalized recommendation in social tagging systems

Automated semantic tagging of speech audio

Domain adaptive answer extraction for discussion boards

Baya: assisted mashup development as a service

Towards multiple identity detection in social networks

S2S architecture and faceted browsing applications

How shall we catch people's concerns in micro-blogging?

Turning a Web 2.0 social network into a Web 3.0, distributed, and secured social web application

Link prediction via latent factor BlockModel

Adding fake facts to ontologies

Using toolbar data to understand Yahoo!: answers usage

CASIS: a system for concept-aware social image search

SnoopyTagging: recommending contextualized tags to increase the quality and quantity of meta-information

In the mood for affective search with web stereotypes

Comparative evaluation of javascript frameworks

Personalized newscasts and social networks: a prototype built over a flexible integration model

Getting more RDF support from relational databases

An early warning system for unrecognized drug side effects discovery

S2ORM: exploiting syntactic and semantic information for opinion retrieval

Titan: a system for effective web service discovery

All our messages are belong to us: usable confidentiality in social networks

Deep answers for naturally asked questions on the web of data

Populating personal linked data caches using context models

Probabilistic critical path identification for cost-effective monitoring of service-based web applications

A statistical approach to URL-based web page clustering

Frequent temporal social behavior search in information networks

TripRec: recommending trip routes from large scale check-in data

Social status and role analysis of palin's email network

The affects of task difficulty on medical searches

Leveraging interlingual classification to improve web search

Modeling click-through based word-pairs for web search

Google image swirl: a large-scale content-based image visualization system

Identifying sentiments over N-gram

StormRider: harnessing "storm" for social networks

Learning from positive and unlabeled amazon reviews: towards identifying trustworthy reviewers

Treehugger or petrolhead?: identifying bias by comparing online news articles with political speeches

Towards optimizing the non-functional service matchmaking time

Measuring usefulness of context for context-aware ranking

TEM: a novel perspective to modeling content onmicroblogs

Using proximity to predict activity in social networks

Finding influential seed successors in social networks

Influence propagation and maximization for heterogeneous social networks

Dynamic selection of activation targets to boost the influence spread in social networks

Regional subgraph discovery in social networks

GPU-based minwise hashing: GPU-based minwise hashing

CloudSpeller: query spelling correction by using a unified hidden markov model with web-scale resources

Sentiment classification via integrating multiple feature presentations

Tuning parameters of the expected reciprocal rank

Conversations reconstruction in the social web

Secure querying of recursive XML views: a standard xpath-based technique

GoThere: travel suggestions using geotagged photos

Ad-hoc ride sharing application using continuous SPARQL queries

Sparse linear methods with side information for Top-N recommendations

Sentiment analysis amidst ambiguities in youtube comments on yoruba language (nollywood) movies

C4PS: colors for privacy settings

Extracting advertising keywords from URL strings

Instrumenting a logic programming language to gather provenance from an information extraction application

Lexical quality as a proxy for web text understandability

Latent contextual indexing of annotated documents

APOLLO: a general framework for populating ontology with named entities via random walks on graphs

Multiple spreaders affect the indirect influence on twitter

Entity based translation language model

Enabling accent resilient speech based information retrieval

Dynamical information retrieval modelling: a portfolio-armed bandit machine approach

Detecting dynamic association among twitter topics

Using community information to improve the precision of link prediction methods

Open and decentralized platform for visualizing web mash-ups in augmented and mirror worlds

Actualization of query suggestions using query logs

Query spelling correction using multi-task learning

Incorporating seasonal time series analysis with search behavior information in sales forecasting

Photo-TaPE: user privacy preferences in photo tagging

Understanding human movement semantics: a point of interest based approach

Scalable multi stage clustering of tagged micro-messages

Seeing the best and worst of everything on the web with a two-level, feature-rich affect lexicon

Unified classification model for geotagging websites

Selling futures online advertising slots via option contracts

Model news relatedness through user comments

A data-driven sketch of Wikipedia editors

A framework to represent and mine knowledge evolution from Wikipedia revisions

Review spam detection via time series pattern discovery

Combining classification with clustering for web person disambiguation

Exploiting various implicit feedback for collaborative filtering

The effect of links on networked user engagement

Investigating bias in traditional media through social media

Enhancing naive bayes with various smoothing methods for short text classification

Filtering and ranking schemes for finding inclusion dependencies on the web

Exploiting shopping and reviewing behavior to re-score online evaluations

Learning from users' querying experience on intranets

Content Provider	ACM Digital Library
Author	Albakour, M-Dyaa Fasli, Maria Adeyanju, Ibrahim Adepoju Kruschwitz, Udo Song, Dawei De Roeck, Anne
Abstract	Query recommendation is becoming a common feature of web search engines especially those for Intranets where the context is more restrictive. This is because of its utility for supporting users to find relevant information in less time by using the most suitable query terms. Selection of queries for recommendation is typically done by mining web documents or search logs of previous users. We propose the integration of these approaches by combining two models namely the concept hierarchy, typically built from an Intranet's documents, and the query flow graph, typically built from search logs. However, we build our concept hierarchy model from terms extracted from a subset (training set) of search logs since these are more representative of the user view of the domain than any concepts extracted from the collection. We then continually adapt the model by incorporating query refinements from another subset (test set) of the user search logs. This process implies learning from or reusing previous users' querying experience to recommend queries for a new but similar user query. The adaptation weights are extracted from a query flow graph built with the same logs. We evaluated our hybrid model using documents crawled from the Intranet of an academic institution and its search logs. The hybrid model was then compared to a concept hierarchy model and query flow graph built from the same collection and search logs respectively. We also tested various strategies for combining information in the search logs with respect to the frequency of clicked documents after query refinement. Our hybrid model significantly outperformed the concept hierarchy model and query flow graph when tested over two different periods of the academic year. We intend to further validate our experiments with documents and search logs from another institution and devise better strategies for selecting queries for recommendation from the hybrid model.
Starting Page	755
Ending Page	764
Page Count	10
File Format	PDF
ISBN	9781450312301
DOI	10.1145/2187980.2188197
Language	English
Publisher	Association for Computing Machinery (ACM)
Publisher Date	2012-04-16
Publisher Place	New York
Access Restriction	Subscribed
Subject Keyword	Query reformulation Intranet Users' search experience
Content Type	Text
Resource Type	Article

Central Library (ISO-9001:2015 Certified)
Indian Institute of Technology Kharagpur
Kharagpur, West Bengal, India | PIN - 721302

See location in the Map
03222 282435
Mail: support@ndl.gov.in

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in