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Search Trends

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lightbulbAbout this topic
Search trends refer to the patterns and fluctuations in the frequency of specific search queries over time, often analyzed to understand public interest, behavior, and information-seeking habits. This field utilizes data from search engines to identify emerging topics, seasonal variations, and demographic influences on search behavior.
lightbulbAbout this topic
Search trends refer to the patterns and fluctuations in the frequency of specific search queries over time, often analyzed to understand public interest, behavior, and information-seeking habits. This field utilizes data from search engines to identify emerging topics, seasonal variations, and demographic influences on search behavior.

Key research themes

1. How can search query sets be systematically generated to accurately reflect actual user behavior for social phenomenon research?

This theme addresses methodological challenges in constructing search query sets that authentically represent user interests and behavior, which is crucial for studies in social sciences, health, and political science relying on search engine data. Traditional query set creation is often unsystematic and lacks representativeness, undermining the validity of derived insights. New approaches that incorporate query popularity (search volume) and broad topic coverage, leveraging commercial keyword research tools, are proposed to enhance evidential value.

Key finding: Proposed an automated method based on mining association rules from past query logs to generate related query suggestions, achieving 90.5% correctness in top suggestions. This semantics-based approach leverages metadata like... Read more
Key finding: Analyzed user query behavior across Arab states using extensive search engine data, finding consistent trends in query length and topic preferences (e.g., entertainment, recreation), highlighting the importance of culturally... Read more

2. What are the temporal dynamics of search queries and how do they reflect changes in user intent and information needs?

This research area focuses on understanding how the popularity, content relevance, and user intent behind search queries evolve over time, often exhibiting patterns such as spikes related to events or periodicity. These temporal query dynamics influence search engine relevance and ranking, and recognizing them allows for better modeling of user behavior, improved search experience, and real-time trend detection.

Key finding: Analyzed 10 weeks of query log data alongside web crawls and human relevance judgments, identifying key features such as spikiness, periodicity, and overall trends in query popularity. Found that changes in query popularity... Read more
Key finding: Developed RT-Trend, an online algorithm that detects in-context trending facets (entities) in real-time as users issue queries over social media data. Evaluation using real social network data and operational deployment... Read more
Key finding: Assessed predictability of search query trends using Google Insights data by forecasting one-year ahead based on historical data. Found that over 50% of popular queries exhibited predictable seasonal or trend patterns with... Read more

3. How can internet search volumes for health and societal topics be leveraged to monitor public interest, behavior, and emerging phenomena?

This theme investigates the application of search trend analysis for tracking public awareness, behavior changes, and emerging health or social phenomena by monitoring specific queries related to diseases, symptoms, or societal events. Understanding these patterns provides near real-time surveillance and behavioral insights that can support public health planning, policy decision-making, and research on information diffusion.

Key finding: Used Google Trends to analyze COVID-19 and symptom-related search interest in Cyprus during the pandemic's first wave, identifying distinct peak interest periods and geographic variation by city, with fever and cough as most... Read more
Key finding: Analyzed temporal search interest for 'suicide' and 'depression' across several European countries, revealing increased searches on Mondays and during evening hours, and seasonal patterns aligning with epidemiological data.... Read more
Key finding: Explored Google Trends data for tick-related queries across European countries, finding seasonal and weather-related variations in search frequencies that correlated with known tick activity and human exposure patterns.... Read more
Key finding: Correlated German Google search volumes for psoriasis with meteorological data from multiple locations, showing higher search volumes during colder, drier, and sunnier weeks. This novel link suggests search interest may... Read more

All papers in Search Trends

The Analyzing users' Web log data is important and challenging research topic of Web usage mining, which is an important technique to show users' behavior. This paper aims at discovering the Web usage in three Jordanian universities... more
The vast increases in the online information resources lead the students to have fewer visits to libraries to retrieve information and their use of web as a source of information is increasing overall. Hence, there is a movement away from... more
Abstract: The vast increases in the online information resources lead the students to have fewer visits to libraries to retrieve information and their use of web as a source of information is increasing overall. Hence, there is a movement... more
Analyzing users' Web log data is important and challenging research topic of Web usage mining, which is an important technique to show users' behavior. This research project concerned with discovering the Web usage in six Arab countries... more
Usability and Search Engine Optimization (SEO) are important issues studied by many researchers. In this paper we evaluated automatically eighty Websites for universities in the Arabic region. The major goal for this study and evaluation... more
Usability and Search Engine Optimization (SEO) are important issues studied by many researchers. In this paper we evaluated automatically eighty Websites for universities in the Arabic region. The major goal for this study and evaluation... more
Usability and Search Engine Optimization (SEO) are important issues studied by many researchers. In this paper we evaluated automatically eighty Websites for universities in the Arabic region. The major goal for this study and evaluation... more
Analyzing users’ Web log data is important and challenging research topic of Web usage mining, which is an important technique to show users' behavior. This research project concerned with discovering the Web usage in six Arab countries... more
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